Overview

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## chr (4): dataset, model, crossvalidation, run_id
## dbl (2): f1_macro, n_cells
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## Rows: 2900 Columns: 18
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## chr  (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (12): population_id, f1, precision, recall, accuracy, support, n_cells, ...
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## Rows: 180 Columns: 15
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## chr  (4): dataset, model, crossvalidation, run_id
## dbl (11): n_cells, f1_macro, precision_macro, recall_macro, accuracy, mcc, p...
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## Rows: 715 Columns: 11
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## chr (4): dataset, model, population_name, population
## dbl (7): population_id, median_f1, mean_f1, median_precision, median_recall,...
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## Rows: 715 Columns: 10
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## chr (4): dataset, model, population_name, population
## dbl (6): population_id, f1_mean, f1_sd, precision_sd, recall_sd, n_runs
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## Rows: 2900 Columns: 15
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## chr (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (9): population_id, tp, fp, fn, tn, tpr, fpr, fnr, tnr
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## Rows: 640 Columns: 12
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## chr (5): dataset, model, crossvalidation, run_id, rare_bucket
## dbl (7): n_populations, median_f1, median_precision, median_recall, total_su...
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## Rows: 180 Columns: 11
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## Delimiter: "\t"
## chr (4): dataset, model, crossvalidation, run_id
## dbl (7): n_cells, n_populations, min_support, median_support, max_support, i...
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## Rows: 900 Columns: 15
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## Delimiter: "\t"
## chr (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (9): population_id, tp, fp, fn, tn, tpr, fpr, fnr, tnr
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## Rows: 900 Columns: 15
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: "\t"
## chr (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (9): population_id, tp, fp, fn, tn, tpr, fpr, fnr, tnr
## 
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datasets models crossvalidations
9 5 5

Macro F1 By Crossvalidation

dataset model crossvalidation run_id f1_macro n_cells
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 0.7335157 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 0.7236484 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 0.7110246 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 0.6873069 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 0.7403914 2800058
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 0.5676806 2732233
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 0.5730718 2703551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 0.6229401 2766411
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 0.6446028 2717047
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 0.6094813 2661403
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 0.6331883 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 0.6365643 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 0.6768475 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 0.6356720 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 0.6582063 2800058
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 0.5256384 2383256
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 0.4716934 2354472
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 0.5132019 2533024
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 0.4849242 2351465
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 0.5187829 2296980
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 0.0318165 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 0.0299514 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 0.0362830 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 0.0339380 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 0.0340263 2800058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 0.9788134 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 0.9859515 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 0.9824110 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 0.9848622 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 0.9882682 1404771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 0.9059392 1515011
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 0.8332384 1250408
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 0.7959583 1308093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 0.8977493 1392140
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 0.9272652 1388241
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 0.9158389 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 0.8479217 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 0.9382572 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 0.8387496 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 0.8497425 1404771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 0.8381507 1474730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 0.7953271 1277454
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 0.7708132 1336985
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 0.7797132 1366285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 0.8314157 1306981
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 0.1489132 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 0.1483342 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 0.1472247 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 0.1460036 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 0.1501866 1404771
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 0.9809393 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 0.9700911 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 0.9735910 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 0.9829736 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 0.9811729 3978798
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 0.9297201 3768363
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 0.8165056 3789323
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 0.8058028 3586312
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 0.8802242 3674391
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 0.8093709 3694040
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 0.9122809 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 0.7848306 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 0.9064550 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 0.9311440 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 0.7887116 3978798
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 0.7861955 3615263
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 0.7968994 3828528
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 0.8005984 3629528
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 0.8011500 3718230
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 0.7508270 3792755
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 0.1474418 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 0.1471226 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 0.1481222 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 0.1469698 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 0.1473988 3978798
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 0.9136516 16665728
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 0.9009517 16671781
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 0.9535125 16028386
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 0.9866685 16163956
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 0.9912529 16114380
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 0.7459621 16209847
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 0.7322986 16287863
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 0.7647662 15674629
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 0.7472937 15734492
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 0.7500602 15536797
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 0.8536318 16665728
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 0.8480242 16671781
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 0.9355738 16028386
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 0.9374594 16163956
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 0.9347145 16114380
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 0.7565899 16462252
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 0.7936174 16524341
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 0.7996602 15872550
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 0.7990147 15982233
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 0.8074728 15956885
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 0.0168025 16665728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 0.0159087 16671781
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 0.0159825 16028386
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 0.0159414 16163956
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 0.0159446 16114380
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 0.1801439 191351
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 0.2649773 74276
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 0.4074272 181711
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 0.4801758 73320
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 0.2313122 191351
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 0.3293218 74276
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 0.3400543 152327
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 0.4284216 53817
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 0.0348132 191351
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 0.0376753 74276
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 0.1551585 191351
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 0.3082499 74276
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 0.4368996 182013
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 0.5181911 72943
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 0.1787372 191351
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 0.4158596 74276
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 0.3528812 150932
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 0.4219290 53223
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 0.0348132 191351
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 0.0376753 74276
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 0.1623209 191351
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 0.2812890 74276
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 0.4063354 182105
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 0.5092613 73294
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 0.2592324 191351
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 0.2911005 74276
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 0.3541881 151617
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 0.4187497 52882
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 0.0348132 191351
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 0.0376753 74276
dataset_name-Samusik_seed-42 cyanno num-1 run0 0.6942978 755903
dataset_name-Samusik_seed-42 cyanno num-2 run0 0.7216283 760931
dataset_name-Samusik_seed-42 cyanno num-3 run0 0.7314594 757088
dataset_name-Samusik_seed-42 cyanno num-4 run0 0.7214991 758138
dataset_name-Samusik_seed-42 cyanno num-5 run0 0.6850932 764362
dataset_name-Samusik_seed-42 cygate num-1 run0 0.5812737 733815
dataset_name-Samusik_seed-42 cygate num-2 run0 0.5951093 706227
dataset_name-Samusik_seed-42 cygate num-3 run0 0.5854425 733150
dataset_name-Samusik_seed-42 cygate num-4 run0 0.5846910 721569
dataset_name-Samusik_seed-42 cygate num-5 run0 0.6072418 738262
dataset_name-Samusik_seed-42 dgcytof num-1 run0 0.7203525 755903
dataset_name-Samusik_seed-42 dgcytof num-2 run0 0.7438271 760931
dataset_name-Samusik_seed-42 dgcytof num-3 run0 0.7550682 757088
dataset_name-Samusik_seed-42 dgcytof num-4 run0 0.7429506 758138
dataset_name-Samusik_seed-42 dgcytof num-5 run0 0.7437051 764362
dataset_name-Samusik_seed-42 lda num-1 run0 0.5154642 574278
dataset_name-Samusik_seed-42 lda num-2 run0 0.4877641 538304
dataset_name-Samusik_seed-42 lda num-3 run0 0.5091661 529381
dataset_name-Samusik_seed-42 lda num-4 run0 0.5095018 507040
dataset_name-Samusik_seed-42 lda num-5 run0 0.5331876 550251
dataset_name-Samusik_seed-42 random num-1 run0 0.0216813 755903
dataset_name-Samusik_seed-42 random num-2 run0 0.0219292 760931
dataset_name-Samusik_seed-42 random num-3 run0 0.0220319 757088
dataset_name-Samusik_seed-42 random num-4 run0 0.0216870 758138
dataset_name-Samusik_seed-42 random num-5 run0 0.0220622 764362
dataset_name-Transformed_seed-42 cyanno num-1 run0 0.8220793 165885
dataset_name-Transformed_seed-42 cyanno num-2 run0 0.8826734 160829
dataset_name-Transformed_seed-42 cyanno num-3 run0 0.8710527 163357
dataset_name-Transformed_seed-42 cyanno num-4 run0 0.8466264 163801
dataset_name-Transformed_seed-42 cyanno num-5 run0 0.8593084 161138
dataset_name-Transformed_seed-42 cygate num-1 run0 0.8293428 129918
dataset_name-Transformed_seed-42 cygate num-2 run0 0.7782726 158779
dataset_name-Transformed_seed-42 cygate num-3 run0 0.8238803 136527
dataset_name-Transformed_seed-42 cygate num-4 run0 0.8431932 142677
dataset_name-Transformed_seed-42 cygate num-5 run0 0.8066204 153417
dataset_name-Transformed_seed-42 dgcytof num-1 run0 0.7880688 165885
dataset_name-Transformed_seed-42 dgcytof num-2 run0 0.8154789 160829
dataset_name-Transformed_seed-42 dgcytof num-3 run0 0.8271331 163357
dataset_name-Transformed_seed-42 dgcytof num-4 run0 0.7956207 163801
dataset_name-Transformed_seed-42 dgcytof num-5 run0 0.8326554 161138
dataset_name-Transformed_seed-42 lda num-1 run0 0.7058419 62691
dataset_name-Transformed_seed-42 lda num-2 run0 0.7224529 109307
dataset_name-Transformed_seed-42 lda num-3 run0 0.6994181 56914
dataset_name-Transformed_seed-42 lda num-4 run0 0.7086492 92497
dataset_name-Transformed_seed-42 lda num-5 run0 0.6715961 110391
dataset_name-Transformed_seed-42 random num-1 run0 0.0950935 165885
dataset_name-Transformed_seed-42 random num-2 run0 0.0958246 160829
dataset_name-Transformed_seed-42 random num-3 run0 0.0947444 163357
dataset_name-Transformed_seed-42 random num-4 run0 0.0944542 163801
dataset_name-Transformed_seed-42 random num-5 run0 0.0952030 161138

Per-population Metrics By Crossvalidation

dataset model crossvalidation run_id population_id population_name population f1 precision recall accuracy support n_cells support_fraction tp fp fn tn
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8826597 0.8597185 0.9068588 0.9068588 110209 2828901 0.0389582 99944 16308 10265 2702384
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.8640520 0.8604022 0.8677330 0.8677330 39201 2828901 0.0138573 34016 5519 5185 2784181
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7792235 0.8406667 0.7261501 0.7261501 15629 2828901 0.0055248 11349 2151 4280 2811121
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 4 Basophil Basophil 0.7561644 0.8027145 0.7147173 0.7147173 2317 2828901 0.0008190 1656 407 661 2826177
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6736718 0.6263703 0.7287009 0.7287009 186698 2828901 0.0659967 136047 81152 50651 2561051
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7103006 0.8492899 0.6104055 0.6104055 197223 2828901 0.0697172 120386 21363 76837 2610315
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.4466782 0.4486494 0.4447243 0.4447243 7544 2828901 0.0026668 3355 4123 4189 2817234
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7118260 0.8432815 0.6158274 0.6158274 33701 2828901 0.0119131 20754 3857 12947 2791343
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7621899 0.6945558 0.8444172 0.8444172 207118 2828901 0.0732150 174894 76913 32224 2544870
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7325250 0.8553552 0.6405422 0.6405422 53998 2828901 0.0190880 34588 5849 19410 2769054
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8897785 0.9484132 0.8379718 0.8379718 166829 2828901 0.0589731 139798 7604 27031 2654468
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7214577 0.6113230 0.8799958 0.8799958 28774 2828901 0.0101714 25321 16099 3453 2784028
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4722088 0.8654022 0.3246878 0.3246878 40753 2828901 0.0144059 13232 2058 27521 2786090
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.6293715 0.5770826 0.6920801 0.6920801 7437 2828901 0.0026289 5147 3772 2290 2817692
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9134405 0.9484017 0.8809652 0.8809652 173067 2828901 0.0611782 152466 8295 20601 2647539
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2570010 0.4121358 0.1867175 0.1867175 7348 2828901 0.0025975 1372 1957 5976 2819596
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6731523 0.5681724 0.8257185 0.8257185 100768 2828901 0.0356209 83206 63239 17562 2664894
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9378171 0.9828096 0.8967638 0.8967638 682164 2828901 0.2411410 611740 10700 70424 2136037
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5883927 0.4468657 0.8611173 0.8611173 26814 2828901 0.0094786 23090 28581 3724 2773506
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9151142 0.8827149 0.9499825 0.9499825 211586 2828901 0.0747944 201003 26707 10583 2590608
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.8000968 0.7535270 0.8528021 0.8528021 69770 2828901 0.0246633 59500 19462 10270 2739669
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9548025 0.9209409 0.9912492 0.9912492 31083 2828901 0.0109877 30811 2645 272 2795173
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 25 Ungated Ungated 0.7989352 0.7883908 0.8097655 0.8097655 424944 2828901 0.1502152 344105 92360 80839 2311597
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8918523 0.8840868 0.8997554 0.8997554 109971 2768169 0.0397270 98947 12973 11024 2645225
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.8087369 0.6973224 0.9625239 0.9625239 38718 2768169 0.0139869 37267 16176 1451 2713275
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7169065 0.7868339 0.6583939 0.6583939 14868 2768169 0.0053711 9789 2652 5079 2750649
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 4 Basophil Basophil 0.7543891 0.6172986 0.9697534 0.9697534 2149 2768169 0.0007763 2084 1292 65 2764728
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7323937 0.5871367 0.9731499 0.9731499 181489 2768169 0.0655628 176616 124193 4873 2462487
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5847177 0.9605002 0.4202864 0.4202864 198103 2768169 0.0715646 83260 3424 114843 2566642
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3920722 0.3603036 0.4299847 0.4299847 7177 2768169 0.0025927 3086 5479 4091 2755513
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5957642 0.7472654 0.4953388 0.4953388 32824 2768169 0.0118577 16259 5499 16565 2729846
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7365888 0.7045020 0.7717379 0.7717379 206460 2768169 0.0745836 159333 66831 47127 2494878
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6745643 0.9847739 0.5129743 0.5129743 53837 2768169 0.0194486 27617 427 26220 2713905
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8975543 0.9423295 0.8568411 0.8568411 164726 2768169 0.0595072 141144 8638 23582 2594805
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7852323 0.8006196 0.7704253 0.7704253 28849 2768169 0.0104217 22226 5535 6623 2733785
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5846896 0.9002255 0.4329407 0.4329407 40576 2768169 0.0146581 17567 1947 23009 2725646
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.6727833 0.7182430 0.6327356 0.6327356 7417 2768169 0.0026794 4693 1841 2724 2758911
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9337823 0.9451798 0.9226564 0.9226564 172516 2768169 0.0623213 159173 9232 13343 2586421
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0040118 1.0000000 0.0020099 0.0020099 7463 2768169 0.0026960 15 0 7448 2760706
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 406 2768169 0.0001467 0 0 406 2767763
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7514590 0.8042296 0.7051871 0.7051871 98147 2768169 0.0354556 69212 16848 28935 2653174
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9609734 0.9757474 0.9466402 0.9466402 660160 2768169 0.2384825 624934 15533 35226 2092476
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) NA NA 0.0000000 0.0000000 27419 2768169 0.0099051 0 0 27419 2740750
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9177040 0.8728491 0.9674187 0.9674187 201189 2768169 0.0726794 194634 28353 6555 2538627
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7971960 0.8048788 0.7896586 0.7896586 66896 2768169 0.0241662 52825 12806 14071 2688467
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9535366 0.9141052 0.9965233 0.9965233 30201 2768169 0.0109101 30096 2828 105 2735140
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 25 Ungated Ungated 0.7733572 0.7094881 0.8498631 0.8498631 413143 2768169 0.1492478 351115 143770 62028 2211256
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8507876 0.8077023 0.8987286 0.8987286 111058 2830864 0.0392311 99811 23763 11247 2696043
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.8348430 0.7556592 0.9325641 0.9325641 39089 2830864 0.0138082 36453 11787 2636 2779988
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.8094486 0.7505800 0.8783373 0.8783373 15469 2830864 0.0054644 13587 4515 1882 2810880
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6870313 0.6796596 0.6945645 0.6945645 198952 2830864 0.0702796 138185 65130 60767 2566782
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3854632 0.2937053 0.5606041 0.5606041 7549 2830864 0.0026667 4232 10177 3317 2813138
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7085686 0.6383074 0.7962109 0.7962109 34045 2830864 0.0120264 27107 15360 6938 2781459
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6910371 0.5310317 0.9890476 0.9890476 208265 2830864 0.0735694 205984 181910 2281 2440689
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6362399 0.7441912 0.5556395 0.5556395 54242 2830864 0.0191609 30139 10360 24103 2766262
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7263707 0.5944927 0.9334379 0.9334379 165094 2830864 0.0583193 154105 105116 10989 2560654
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5642416 0.6406673 0.5041064 0.5041064 29101 2830864 0.0102799 14670 8228 14431 2793535
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4794550 0.7485331 0.3526769 0.3526769 40513 2830864 0.0143112 14288 4800 26225 2785551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5110305 0.5536164 0.4745283 0.4745283 7420 2830864 0.0026211 3521 2839 3899 2820605
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.6779099 0.9779322 0.5187586 0.5187586 173840 2830864 0.0614088 90181 2035 83659 2654989
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7754199 0.7090043 0.8555645 0.8555645 100197 2830864 0.0353945 85725 35184 14472 2695483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9640697 0.9685151 0.9596650 0.9596650 679484 2830864 0.2400271 652077 21198 27407 2130182
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.6702081 0.6440601 0.6985691 0.6985691 26278 2830864 0.0092827 18357 10145 7921 2794441
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8881133 0.8105280 0.9821241 0.9821241 211682 2830864 0.0747765 207898 48599 3784 2570583
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6018312 0.9430914 0.4419209 0.4419209 70800 2830864 0.0250100 31288 1888 39512 2758176
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9521502 0.9134052 0.9943279 0.9943279 31029 2830864 0.0109610 30853 2925 176 2796910
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 25 Ungated Ungated 0.8062731 0.8240225 0.7892723 0.7892723 424339 2830864 0.1498973 334919 71525 89420 2335000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8945771 0.9050516 0.8843423 0.8843423 108994 2817387 0.0386862 96388 10112 12606 2698281
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.9010535 0.9111804 0.8911492 0.8911492 38392 2817387 0.0136268 34213 3335 4179 2775660
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7327746 0.7809417 0.6902041 0.6902041 15139 2817387 0.0053734 10449 2931 4690 2799317
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7576152 0.6350598 0.9387840 0.9387840 196305 2817387 0.0696763 184288 105902 12017 2515180
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.4784374 0.4643974 0.4933528 0.4933528 7522 2817387 0.0026698 3711 4280 3811 2805585
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7403505 0.6053001 0.9529707 0.9529707 33915 2817387 0.0120377 32320 21075 1595 2762397
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7573311 0.6739698 0.8642244 0.8642244 206554 2817387 0.0733140 178509 86353 28045 2524480
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7116311 0.5925898 0.8905218 0.8905218 53755 2817387 0.0190797 47870 32911 5885 2730721
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6167509 0.4503794 0.9780428 0.9780428 167007 2817387 0.0592773 163340 199332 3667 2451048
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.4880911 0.7366292 0.3649554 0.3649554 28946 2817387 0.0102741 10564 3777 18382 2784664
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4319974 0.4792699 0.3932130 0.3932130 37130 2817387 0.0131789 14600 15863 22530 2764394
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4093305 0.7108475 0.2874178 0.2874178 7296 2817387 0.0025896 2097 853 5199 2809238
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.5644927 0.9270479 0.4057929 0.4057929 171797 2817387 0.0609774 69714 5486 102083 2640104
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3244744 0.3922133 0.2766879 0.2766879 7391 2817387 0.0026234 2045 3169 5346 2806827
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7859018 0.8080256 0.7649572 0.7649572 100186 2817387 0.0355599 76638 18208 23548 2698993
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9669789 0.9588598 0.9752367 0.9752367 678706 2817387 0.2408991 661899 28399 16807 2110282
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5794438 0.7176854 0.4858572 0.4858572 27187 2817387 0.0096497 13209 5196 13978 2785004
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9018794 0.8727499 0.9330205 0.9330205 211647 2817387 0.0751217 197471 28792 14176 2576948
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6978083 0.9302851 0.5582920 0.5582920 70773 2817387 0.0251201 39512 2961 31261 2743653
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9541273 0.9196423 0.9912993 0.9912993 30917 2817387 0.0109736 30648 2678 269 2783792
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 25 Ungated Ungated 0.7383989 0.7954839 0.6889583 0.6889583 422924 2817387 0.1501121 291377 74912 131547 2319551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8884593 0.8829816 0.8940055 0.8940055 110534 2800058 0.0394756 98818 13096 11716 2676428
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.8725020 0.8569308 0.8886495 0.8886495 38985 2800058 0.0139229 34644 5784 4341 2755289
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7660786 0.8359227 0.7070060 0.7070060 15601 2800058 0.0055717 11030 2165 4571 2782292
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7371253 0.6157794 0.9180336 0.9180336 186247 2800058 0.0665154 170981 106685 15266 2507126
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6947407 0.6511167 0.7446299 0.7446299 199158 2800058 0.0711264 148299 79462 50859 2521438
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1149856 0.8932039 0.0614480 0.0614480 7486 2800058 0.0026735 460 55 7026 2792517
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7010755 0.7082065 0.6940867 0.6940867 33856 2800058 0.0120912 23499 9682 10357 2756520
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6372125 0.9447629 0.4807222 0.4807222 208815 2800058 0.0745752 100382 5869 108433 2585374
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7397748 0.8908821 0.6324941 0.6324941 54176 2800058 0.0193482 34266 4197 19910 2741685
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8984057 0.9085556 0.8884802 0.8884802 164464 2800058 0.0587359 146123 14707 18341 2620887
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7286488 0.6820283 0.7821105 0.7821105 29235 2800058 0.0104409 22865 10660 6370 2760163
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.6058479 0.7132274 0.5265704 0.5265704 38031 2800058 0.0135822 20026 8052 18005 2753975
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5880133 0.5566139 0.6231672 0.6231672 7502 2800058 0.0026792 4675 3724 2827 2788832
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9130982 0.9681836 0.8639436 0.8639436 172943 2800058 0.0617641 149413 4910 23530 2622205
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA 0.0000000 0.0000000 0.0000000 7480 2800058 0.0026714 0 4 7480 2792574
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7725075 0.7445789 0.8026129 0.8026129 98740 2800058 0.0352636 79250 27186 19490 2674132
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9662702 0.9492721 0.9838882 0.9838882 672490 2800058 0.2401700 661655 35358 10835 2092210
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5697355 0.8201678 0.4364643 0.4364643 27095 2800058 0.0096766 11826 2593 15269 2770370
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9023805 0.8513487 0.9599205 0.9599205 208760 2800058 0.0745556 200393 34990 8367 2556308
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6798139 0.9405135 0.5322736 0.5322736 70398 2800058 0.0251416 37471 2370 32927 2727290
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9529946 0.9226935 0.9853534 0.9853534 30997 2800058 0.0110701 30543 2559 454 2766502
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 25 Ungated Ungated 0.8185490 0.7919746 0.8469688 0.8469688 410805 2800058 0.1467130 347939 91392 62866 2297861
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.7429944 0.6121453 0.9449907 0.9449907 108218 2732233 0.0396079 102265 64795 5953 2559220
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.5835543 0.4229216 0.9409385 0.9409385 39061 2732233 0.0142964 36754 50151 2307 2643021
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7424384 0.6034681 0.9645640 0.9645640 13602 2732233 0.0049783 13120 8621 482 2710010
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 4 Basophil Basophil 0.7316426 0.5935987 0.9533477 0.9533477 2315 2732233 0.0008473 2207 1511 108 2728407
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0931887 0.4821938 0.0515784 0.0515784 186648 2732233 0.0683134 9627 10338 177021 2535247
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6435652 0.6135833 0.6766276 0.6766276 197036 2732233 0.0721154 133320 83961 63716 2451236
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0703643 0.0485476 0.1277926 0.1277926 7520 2732233 0.0027523 961 18834 6559 2705879
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.3641023 0.3954904 0.3373301 0.3373301 33694 2732233 0.0123320 11366 17373 22328 2681166
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6602571 0.4979160 0.9796696 0.9796696 206932 2732233 0.0757373 202725 204422 4207 2320879
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3656596 0.6771586 0.2504502 0.2504502 53859 2732233 0.0197124 13489 6431 40370 2671943
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8463631 0.9390469 0.7703315 0.7703315 164154 2732233 0.0600805 126453 8208 37701 2559871
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6781565 0.5595314 0.8606135 0.8606135 28690 2732233 0.0105006 24691 19437 3999 2684106
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4792726 0.3245713 0.9157480 0.9157480 40640 2732233 0.0148743 37216 77446 3424 2614147
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.2576116 0.2583965 0.2568313 0.2568313 7429 2732233 0.0027190 1908 5476 5521 2719328
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8887543 0.9035602 0.8744258 0.8744258 171970 2732233 0.0629412 150375 16050 21595 2544213
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3391 2732233 0.0012411 0 0 3391 2728842
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1782392 0.1172227 0.3717320 0.3717320 7344 2732233 0.0026879 2730 20559 4614 2704330
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 449 2732233 0.0001643 0 0 449 2731784
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6455097 0.5223508 0.8446628 0.8446628 100755 2732233 0.0368764 85104 77821 15651 2553657
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9277306 0.9830982 0.8782670 0.8782670 682009 2732233 0.2496160 598986 10298 83023 2039926
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4098164 0.2709468 0.8407086 0.8407086 26756 2732233 0.0097927 22494 60526 4262 2644951
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8808305 0.8221885 0.9484802 0.9484802 211472 2732233 0.0773990 200577 43378 10895 2477383
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7985670 0.7526804 0.8504117 0.8504117 69591 2732233 0.0254704 59181 19446 10410 2643196
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9335584 0.8924223 0.9786700 0.9786700 31083 2732233 0.0113764 30420 3667 663 2697483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 25 Ungated Ungated 0.1344760 0.6723444 0.0747094 0.0747094 337615 2732233 0.1235674 25223 12292 312392 2382326
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5364323 0.3729215 0.9552862 0.9552862 109966 2703551 0.0406747 105049 176643 4917 2416942
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.6838536 0.5283933 0.9689236 0.9689236 38711 2703551 0.0143186 37508 33477 1203 2631363
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7657512 0.6747784 0.8850761 0.8850761 14192 2703551 0.0052494 12561 6054 1631 2683305
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 4 Basophil Basophil 0.6889346 0.5364097 0.9626616 0.9626616 2089 2703551 0.0007727 2011 1738 78 2699724
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.5221318 0.5900547 0.4682323 0.4682323 179396 2703551 0.0663557 83999 58359 95397 2465796
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5789043 0.8540566 0.4378437 0.4378437 194574 2703551 0.0719698 85193 14558 109381 2494419
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2334846 0.1446743 0.6046695 0.6046695 6339 2703551 0.0023447 3833 22661 2506 2674551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5084981 0.5949985 0.4439562 0.4439562 30494 2703551 0.0112792 13538 9215 16956 2663842
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6750031 0.5244313 0.9468603 0.9468603 203012 2703551 0.0750909 192224 174314 10788 2326225
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.1490012 0.5765952 0.0855549 0.0855549 52177 2703551 0.0192994 4464 3278 47713 2648096
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8849625 0.9591018 0.8214629 0.8214629 156242 2703551 0.0577914 128347 5473 27895 2541836
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7165824 0.7437474 0.6913318 0.6913318 28691 2703551 0.0106123 19835 6834 8856 2668026
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4690302 0.3113806 0.9500162 0.9500162 40113 2703551 0.0148372 38108 84276 2005 2579162
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1884438 0.1537869 0.2432652 0.2432652 7387 2703551 0.0027323 1797 9888 5590 2686276
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9107141 0.9056327 0.9158528 0.9158528 169251 2703551 0.0626032 155009 16152 14242 2518148
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3434 2703551 0.0012702 0 0 3434 2700117
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3313140 0.2428393 0.5212081 0.5212081 7450 2703551 0.0027556 3883 12107 3567 2683994
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0118095 0.0062327 0.1122195 0.1122195 401 2703551 0.0001483 45 7175 356 2695975
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7479657 0.6630103 0.8578925 0.8578925 98144 2703551 0.0363019 84197 42795 13947 2562612
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9542914 0.9665804 0.9423109 0.9423109 659414 2703551 0.2439066 621373 21484 38041 2022653
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4924374 0.3892885 0.6699533 0.6699533 27384 2703551 0.0101289 18346 28781 9038 2647386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9086713 0.8597813 0.9634565 0.9634565 201048 2703551 0.0743644 193701 31590 7347 2470913
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7905927 0.8091887 0.7728323 0.7728323 66660 2703551 0.0246565 51517 12148 15143 2624743
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9345963 0.8799673 0.9964571 0.9964571 30201 2703551 0.0111709 30094 4105 107 2669245
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 25 Ungated Ungated 0.0703175 0.4269238 0.0383140 0.0383140 376781 2703551 0.1393652 14436 19378 362345 2307392
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5242722 0.3588945 0.9723103 0.9723103 111052 2766411 0.0401430 107977 192883 3075 2462476
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.4252810 0.3820149 0.4795992 0.4795992 39018 2766411 0.0141042 18713 30272 20305 2697121
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7549510 0.6131568 0.9820537 0.9820537 13819 2766411 0.0049953 13571 8562 248 2744030
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2332 2766411 0.0008430 0 0 2332 2764079
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 183909 2766411 0.0664793 0 0 183909 2582502
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6480998 0.6256109 0.6722658 0.6722658 188897 2766411 0.0682823 126989 75995 61908 2501519
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2310157 0.1405322 0.6486708 0.6486708 7335 2766411 0.0026514 4758 29099 2577 2729977
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6337012 0.5952596 0.6774506 0.6774506 34032 2766411 0.0123019 23055 15676 10977 2716703
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7003978 0.5442377 0.9822335 0.9822335 200771 2766411 0.0725745 197204 165145 3567 2400495
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.5346239 0.7157133 0.4266685 0.4266685 51199 2766411 0.0185074 21845 8677 29354 2706535
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8103172 0.7798767 0.8432306 0.8432306 161173 2766411 0.0582607 135906 38360 25267 2566878
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5950857 0.6309929 0.5630450 0.5630450 27980 2766411 0.0101142 15754 9213 12226 2729218
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5105170 0.4106139 0.6746640 0.6746640 40472 2766411 0.0146298 27305 39193 13167 2686746
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4505339 0.3346663 0.6891199 0.6891199 7408 2766411 0.0026778 5105 10149 2303 2748854
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8446869 0.9301071 0.7736368 0.7736368 157530 2766411 0.0569438 121871 9158 35659 2599723
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3325 2766411 0.0012019 0 0 3325 2763086
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7490 2766411 0.0027075 0 0 7490 2758921
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 454 2766411 0.0001641 0 0 454 2765957
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7144124 0.5974731 0.8882668 0.8882668 100194 2766411 0.0362180 88999 59960 11195 2606257
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9541266 0.9548051 0.9534491 0.9534491 679471 2766411 0.2456146 647841 30665 31630 2056275
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4455897 0.3459400 0.6258763 0.6258763 26248 2766411 0.0094881 16428 31060 9820 2709103
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8948095 0.8268915 0.9748829 0.9748829 211529 2766411 0.0764633 206216 43171 5313 2511711
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6294813 0.7092466 0.5658437 0.5658437 70394 2766411 0.0254460 39832 16329 30562 2679688
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9136546 0.8430747 0.9971317 0.9971317 31029 2766411 0.0112163 30940 5759 89 2729623
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 25 Ungated Ungated 0.2432438 0.6360668 0.1503750 0.1503750 409350 2766411 0.1479715 61556 35220 347794 2321841
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8782655 0.8617986 0.8953740 0.8953740 108625 2717047 0.0399791 97260 15597 11365 2592825
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.8314510 0.8551594 0.8090217 0.8090217 38219 2717047 0.0140664 30920 5237 7299 2673591
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7467269 0.5982271 0.9932958 0.9932958 12977 2717047 0.0047761 12890 8657 87 2695413
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 177 2717047 0.0000651 0 0 177 2716870
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 186864 2717047 0.0687747 0 0 186864 2530183
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7032206 0.5634464 0.9352209 0.9352209 188672 2717047 0.0694401 176450 136712 12222 2391663
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1148189 0.1074200 0.1233125 0.1233125 7185 2717047 0.0026444 886 7362 6299 2702500
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6809563 0.5299625 0.9522721 0.9522721 32811 2717047 0.0120760 31245 27712 1566 2656524
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7273877 0.6165464 0.8868176 0.8868176 203044 2717047 0.0747297 180063 111988 22981 2402015
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0934724 0.4656357 0.0519505 0.0519505 52165 2717047 0.0191992 2710 3110 49455 2661772
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7031788 0.5697897 0.9181107 0.9181107 166029 2717047 0.0611064 152433 115092 13596 2435926
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5554867 0.6870054 0.4662324 0.4662324 28859 2717047 0.0106215 13455 6130 15404 2682058
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4260754 0.2948463 0.7678094 0.7678094 37017 2717047 0.0136240 28422 67974 8595 2612056
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4644410 0.4732704 0.4559350 0.4559350 7262 2717047 0.0026728 3311 3685 3951 2706100
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.6724458 0.9332774 0.5255621 0.5255621 171582 2717047 0.0631502 90177 6447 81405 2539018
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3376 2717047 0.0012425 0 0 3376 2713671
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3661567 0.2494829 0.6878283 0.6878283 6663 2717047 0.0024523 4583 13787 2080 2696597
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 237 2717047 0.0000872 0 0 237 2716810
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7812029 0.7653642 0.7977111 0.7977111 100134 2717047 0.0368540 79878 24488 20256 2592425
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9655130 0.9580114 0.9731329 0.9731329 675102 2717047 0.2484690 656964 28794 18138 2013151
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5071627 0.3686792 0.8122670 0.8122670 26282 2717047 0.0096730 21348 36556 4934 2654209
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9251373 0.8711342 0.9862785 0.9862785 204059 2717047 0.0751032 201259 29772 2800 2483216
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.8095398 0.9104870 0.7287428 0.7287428 61344 2717047 0.0225775 44704 4395 16640 2651308
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9373935 0.8827709 0.9992217 0.9992217 30838 2717047 0.0113498 30814 4092 24 2682117
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 25 Ungated Ungated 0.6466260 0.9183677 0.4989797 0.4989797 367524 2717047 0.1352660 183387 16301 184137 2333222
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5716058 0.4112693 0.9368401 0.9368401 109674 2661403 0.0412091 102747 147082 6927 2404647
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.6346287 0.4730265 0.9639461 0.9639461 38914 2661403 0.0146216 37511 41789 1403 2580700
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7389668 0.5910597 0.9856054 0.9856054 12852 2661403 0.0048290 12667 8764 185 2639787
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 1309 2661403 0.0004918 0 0 1309 2660094
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7205924 0.6287117 0.8439246 0.8439246 185231 2661403 0.0695990 156321 92316 28910 2383856
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5721316 0.7118152 0.4782767 0.4782767 197852 2661403 0.0743412 94628 38311 103224 2425240
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1558201 0.1202960 0.2211173 0.2211173 6838 2661403 0.0025693 1512 11057 5326 2643508
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6733510 0.5449645 0.8808732 0.8808732 32478 2661403 0.0122033 28609 23888 3869 2605037
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6679802 0.6350882 0.7044654 0.7044654 205492 2661403 0.0772119 144762 83178 60730 2372733
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3951311 0.6213795 0.2896629 0.2896629 53400 2661403 0.0200646 15468 9425 37932 2598578
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8557428 0.9549750 0.7751919 0.7751919 157352 2661403 0.0591237 121978 5751 35374 2498300
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3349665 0.5090540 0.2496058 0.2496058 29170 2661403 0.0109604 7281 7022 21889 2625211
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5834101 0.5463237 0.6258983 0.6258983 37431 2661403 0.0140644 23428 19455 14003 2604517
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5743108 0.4974680 0.6792299 0.6792299 7376 2661403 0.0027715 5010 5061 2366 2648966
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8647254 0.8271100 0.9059252 0.9059252 172820 2661403 0.0649357 156562 32726 16258 2455857
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3349 2661403 0.0012584 0 0 3349 2658054
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2429754 0.1647157 0.4629161 0.4629161 5137 2661403 0.0019302 2378 12059 2759 2644207
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 183 2661403 0.0000688 0 0 183 2661220
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7423103 0.6744146 0.8254070 0.8254070 98532 2661403 0.0370226 81329 39263 17203 2523608
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9690578 0.9620554 0.9761628 0.9761628 666814 2661403 0.2505498 650919 25673 15895 1968916
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4577826 0.3746459 0.5883395 0.5883395 25402 2661403 0.0095446 14945 24946 10457 2611055
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8109059 0.8449572 0.7794928 0.7794928 193581 2661403 0.0727364 150895 27688 42686 2440134
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6642697 0.9101945 0.5229691 0.5229691 61648 2661403 0.0231637 32240 3181 29408 2596574
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9299139 0.8740846 0.9933616 0.9933616 30881 2661403 0.0116033 30676 4419 205 2626103
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 0.2480085 0.4452693 0.1718683 0.1718683 327687 2661403 0.1231257 56319 70164 271368 2263552
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8614746 0.8373318 0.8870510 0.8870510 110209 2828901 0.0389582 97761 18992 12448 2699700
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.7770380 0.8432508 0.7204663 0.7204663 39201 2828901 0.0138573 28243 5250 10958 2784450
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.2444903 0.8063015 0.1440911 0.1440911 15629 2828901 0.0055248 2252 541 13377 2812731
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 4 Basophil Basophil 0.6703632 0.9372093 0.5217954 0.5217954 2317 2828901 0.0008190 1209 81 1108 2826503
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6588984 0.6010811 0.7290223 0.7290223 186698 2828901 0.0659967 136107 90330 50591 2551873
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7097287 0.7715652 0.6570684 0.6570684 197223 2828901 0.0697172 129589 38367 67634 2593311
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2881963 0.4442297 0.2132821 0.2132821 7544 2828901 0.0026668 1609 2013 5935 2819344
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6734520 0.8140141 0.5742856 0.5742856 33701 2828901 0.0119131 19354 4422 14347 2790778
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7540347 0.7406833 0.7678763 0.7678763 207118 2828901 0.0732150 159041 55681 48077 2566102
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6556791 0.7364509 0.5908737 0.5908737 53998 2828901 0.0190880 31906 11418 22092 2763485
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7967003 0.8932295 0.7189997 0.7189997 166829 2828901 0.0589731 119950 14338 46879 2647734
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.4886117 0.3416008 0.8577535 0.8577535 28774 2828901 0.0101714 24681 47570 4093 2752557
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3333010 0.7970113 0.2107084 0.2107084 40753 2828901 0.0144059 8587 2187 32166 2785961
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4443872 0.4266799 0.4636278 0.4636278 7437 2828901 0.0026289 3448 4633 3989 2816831
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8138599 0.9124437 0.7345017 0.7345017 173067 2828901 0.0611782 127118 12198 45949 2643636
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0183925 0.1237288 0.0099347 0.0099347 7348 2828901 0.0025975 73 517 7275 2821036
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7007862 0.6340427 0.7832348 0.7832348 100768 2828901 0.0356209 78925 45554 21843 2682579
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9527859 0.9746690 0.9318639 0.9318639 682164 2828901 0.2411410 635684 16521 46480 2130216
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3694766 0.3370434 0.4088163 0.4088163 26814 2828901 0.0094786 10962 21562 15852 2780525
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8856299 0.8211298 0.9611269 0.9611269 211586 2828901 0.0747944 203361 44299 8225 2573016
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7672791 0.7647880 0.7697864 0.7697864 69770 2828901 0.0246633 53708 16518 16062 2742613
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9521066 0.9134252 0.9942091 0.9942091 31083 2828901 0.0109877 30903 2929 180 2794889
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 25 Ungated Ungated 0.7466582 0.7119436 0.7849317 0.7849317 424944 2828901 0.1502152 333552 134957 91392 2269000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8674510 0.8444871 0.8916987 0.8916987 109971 2768169 0.0397270 98061 18058 11910 2640140
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.7846391 0.7633552 0.8071440 0.8071440 38718 2768169 0.0139869 31251 9688 7467 2719763
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7271006 0.7929144 0.6713748 0.6713748 14868 2768169 0.0053711 9982 2607 4886 2750694
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 4 Basophil Basophil 0.6647020 0.5127557 0.9446254 0.9446254 2149 2768169 0.0007763 2030 1929 119 2764091
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6954715 0.5970482 0.8327502 0.8327502 181489 2768169 0.0655628 151135 102002 30354 2484678
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5217556 0.9318636 0.3623065 0.3623065 198103 2768169 0.0715646 71774 5248 126329 2564818
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3734956 0.3708282 0.3762018 0.3762018 7177 2768169 0.0025927 2700 4581 4477 2756411
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5884141 0.7243653 0.4954302 0.4954302 32824 2768169 0.0118577 16262 6188 16562 2729157
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7201941 0.6455719 0.8143224 0.8143224 206460 2768169 0.0745836 168125 92303 38335 2469406
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7131191 0.7413897 0.6869253 0.6869253 53837 2768169 0.0194486 36982 12900 16855 2701432
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8602258 0.8869288 0.8350837 0.8350837 164726 2768169 0.0595072 137560 17537 27166 2585906
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6487150 0.5943731 0.7139936 0.7139936 28849 2768169 0.0104217 20598 14057 8251 2725263
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5327656 0.7879651 0.4024300 0.4024300 40576 2768169 0.0146581 16329 4394 24247 2723199
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5211736 0.5478597 0.4969664 0.4969664 7417 2768169 0.0026794 3686 3042 3731 2757710
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8791085 0.9017218 0.8576016 0.8576016 172516 2768169 0.0623213 147950 16125 24566 2579528
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0706419 0.6399083 0.0373844 0.0373844 7463 2768169 0.0026960 279 157 7184 2760549
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0214592 0.0833333 0.0123153 0.0123153 406 2768169 0.0001467 5 55 401 2767708
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7383971 0.7940070 0.6900669 0.6900669 98147 2768169 0.0354556 67728 17571 30419 2652451
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9632771 0.9646519 0.9619062 0.9619062 660160 2768169 0.2384825 635012 23269 25148 2084740
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0021102 0.4393939 0.0010577 0.0010577 27419 2768169 0.0099051 29 37 27390 2740713
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9072826 0.8552926 0.9660021 0.9660021 201189 2768169 0.0726794 194349 32882 6840 2534098
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7625647 0.7899383 0.7370246 0.7370246 66896 2768169 0.0241662 49304 13111 17592 2688162
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9554566 0.9195015 0.9943379 0.9943379 30201 2768169 0.0109101 30030 2629 171 2735339
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 25 Ungated Ungated 0.7580225 0.7075328 0.8162718 0.8162718 413143 2768169 0.1492478 337237 139401 75906 2215625
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8130958 0.7265048 0.9231213 0.9231213 111058 2830864 0.0392311 102520 38594 8538 2681212
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.7707644 0.7791661 0.7625419 0.7625419 39089 2830864 0.0138082 29807 8448 9282 2783327
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.5840415 0.7461546 0.4797983 0.4797983 15469 2830864 0.0054644 7422 2525 8047 2812870
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6554744 0.6802978 0.6323988 0.6323988 198952 2830864 0.0702796 125817 59127 73135 2572785
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2986136 0.2739741 0.3281229 0.3281229 7549 2830864 0.0026667 2477 6564 5072 2816751
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6340889 0.4990305 0.8693788 0.8693788 34045 2830864 0.0120264 29598 29713 4447 2767106
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6948521 0.5457608 0.9560176 0.9560176 208265 2830864 0.0735694 199105 165716 9160 2456883
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6438763 0.6385127 0.6493308 0.6493308 54242 2830864 0.0191609 35221 19940 19021 2756682
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7548511 0.6486151 0.9027039 0.9027039 165094 2830864 0.0583193 149031 80737 16063 2585033
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5630463 0.6846430 0.4781279 0.4781279 29101 2830864 0.0102799 13914 6409 15187 2795354
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4531273 0.6464910 0.3488016 0.3488016 40513 2830864 0.0143112 14131 7727 26382 2782624
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4341209 0.3771747 0.5113208 0.5113208 7420 2830864 0.0026211 3794 6265 3626 2817179
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8000771 0.9477655 0.6922112 0.6922112 173840 2830864 0.0614088 120334 6632 53506 2650392
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7358588 0.7009684 0.7744044 0.7744044 100197 2830864 0.0353945 77593 33101 22604 2697566
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9592391 0.9538931 0.9646452 0.9646452 679484 2830864 0.2400271 655461 31682 24023 2119698
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5582643 0.5750071 0.5424690 0.5424690 26278 2830864 0.0092827 14255 10536 12023 2794050
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8803236 0.8075235 0.9675504 0.9675504 211682 2830864 0.0747765 204813 48818 6869 2570364
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6100227 0.8776051 0.4674859 0.4674859 70800 2830864 0.0250100 33098 4616 37702 2755448
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9422609 0.8962659 0.9932321 0.9932321 31029 2830864 0.0109610 30819 3567 210 2796268
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 25 Ungated Ungated 0.7509518 0.7631973 0.7390930 0.7390930 424339 2830864 0.1498973 313626 97311 110713 2309214
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8737059 0.8671601 0.8803512 0.8803512 108994 2817387 0.0386862 95953 14699 13041 2693694
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.8587757 0.9289654 0.7984476 0.7984476 38392 2817387 0.0136268 30654 2344 7738 2776651
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6888966 0.7281289 0.6536759 0.6536759 15139 2817387 0.0053734 9896 3695 5243 2798553
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7239427 0.6023675 0.9070019 0.9070019 196305 2817387 0.0696763 178049 117533 18256 2503549
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2732417 0.3485974 0.2246743 0.2246743 7522 2817387 0.0026698 1690 3158 5832 2806707
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6619055 0.5187751 0.9141088 0.9141088 33915 2817387 0.0120377 31002 28758 2913 2754714
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7427805 0.6823472 0.8149588 0.8149588 206554 2817387 0.0733140 168333 78364 38221 2532469
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6769495 0.5417086 0.9021858 0.9021858 53755 2817387 0.0190797 48497 41029 5258 2722603
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6010168 0.4365284 0.9644207 0.9644207 167007 2817387 0.0592773 161065 207903 5942 2442477
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.4487784 0.6088552 0.3553513 0.3553513 28946 2817387 0.0102741 10286 6608 18660 2781833
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4855928 0.4763706 0.4951791 0.4951791 37130 2817387 0.0131789 18386 20210 18744 2760047
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.3708796 0.5195062 0.2883772 0.2883772 7296 2817387 0.0025896 2104 1946 5192 2808145
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.4186843 0.9438182 0.2690094 0.2690094 171797 2817387 0.0609774 46215 2751 125582 2642839
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2209632 0.3657393 0.1583006 0.1583006 7391 2817387 0.0026234 1170 2029 6221 2807967
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7356955 0.8242171 0.6643443 0.6643443 100186 2817387 0.0355599 66558 14195 33628 2703006
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9596687 0.9378847 0.9824887 0.9824887 678706 2817387 0.2408991 666821 44163 11885 2094518
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4402110 0.4339575 0.4466473 0.4466473 27187 2817387 0.0096497 12143 15839 15044 2774361
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8602096 0.8975506 0.8258515 0.8258515 211647 2817387 0.0751217 174789 19951 36858 2585789
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6658562 0.8186991 0.5611038 0.5611038 70773 2817387 0.0251201 39711 8794 31062 2737820
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9498443 0.9155538 0.9868034 0.9868034 30917 2817387 0.0109736 30509 2814 408 2783656
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 25 Ungated Ungated 0.6915130 0.7238303 0.6619582 0.6619582 422924 2817387 0.1501121 279958 106815 142966 2287648
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8132062 0.7154993 0.9418188 0.9418188 110534 2800058 0.0394756 104103 41394 6431 2648130
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.8481733 0.8870408 0.8125689 0.8125689 38985 2800058 0.0139229 31678 4034 7307 2757039
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6146800 0.7895213 0.5032370 0.5032370 15601 2800058 0.0055717 7851 2093 7750 2782364
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7047551 0.5918873 0.8708113 0.8708113 186247 2800058 0.0665154 162186 111829 24061 2501982
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6506616 0.6051637 0.7035570 0.7035570 199158 2800058 0.0711264 140119 91420 59039 2509480
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1325375 0.7524205 0.0726690 0.0726690 7486 2800058 0.0026735 544 179 6942 2792393
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6533897 0.6070360 0.7074078 0.7074078 33856 2800058 0.0120912 23950 15504 9906 2750698
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.5649744 0.9318867 0.4053684 0.4053684 208815 2800058 0.0745752 84647 6187 124168 2585056
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6524447 0.7172186 0.5984015 0.5984015 54176 2800058 0.0193482 32419 12782 21757 2733100
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8699523 0.8321332 0.9113727 0.9113727 164464 2800058 0.0587359 149888 30237 14576 2605357
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6867884 0.6187029 0.7717120 0.7717120 29235 2800058 0.0104409 22561 13904 6674 2756919
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.6150393 0.6371220 0.5944361 0.5944361 38031 2800058 0.0135822 22607 12876 15424 2749151
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4848892 0.3445623 0.8180485 0.8180485 7502 2800058 0.0026792 6137 11674 1365 2780882
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8900456 0.9548065 0.8335116 0.8335116 172943 2800058 0.0617641 144150 6823 28793 2620292
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0223328 0.1212121 0.0122995 0.0122995 7480 2800058 0.0026714 92 667 7388 2791911
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7510169 0.7227300 0.7816083 0.7816083 98740 2800058 0.0352636 77176 29608 21564 2671710
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9613756 0.9390696 0.9847671 0.9847671 672490 2800058 0.2401700 662246 42969 10244 2084599
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.2823239 0.6373070 0.1813250 0.1813250 27095 2800058 0.0096766 4913 2796 22182 2770167
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8945067 0.8387819 0.9581625 0.9581625 208760 2800058 0.0745556 200026 38446 8734 2552852
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6787957 0.8930003 0.5474729 0.5474729 70398 2800058 0.0251416 38541 4618 31857 2725042
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9474361 0.9220248 0.9742878 0.9742878 30997 2800058 0.0110701 30200 2554 797 2766507
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 25 Ungated Ungated 0.7612137 0.8015615 0.7247331 0.7247331 410805 2800058 0.1467130 297724 73706 113081 2315547
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5301650 0.4726796 0.6035686 0.6035686 102449 2383256 0.0429870 61835 68983 40614 2211824
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.3559703 0.2308979 0.7766824 0.7766824 37328 2383256 0.0156626 28992 96570 8336 2249358
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6986936 0.5647776 0.9158545 0.9158545 14570 2383256 0.0061135 13344 10283 1226 2358403
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 4 Basophil Basophil 0.4301557 0.2840891 0.8853813 0.8853813 2059 2383256 0.0008639 1823 4594 236 2376603
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3958596 0.5542478 0.3078771 0.3078771 110739 2383256 0.0464654 34094 27420 76645 2245097
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5125439 0.7141156 0.3997168 0.3997168 108049 2383256 0.0453367 43189 17290 64860 2257917
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0144262 0.0584071 0.0082294 0.0082294 4010 2383256 0.0016826 33 532 3977 2378714
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5253900 0.4034971 0.7528058 0.7528058 21028 2383256 0.0088232 15830 23402 5198 2338826
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6900736 0.5660158 0.8837776 0.8837776 142408 2383256 0.0597535 125857 96499 16551 2144349
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6757969 0.6516321 0.7018230 0.7018230 36807 2383256 0.0154440 25832 13810 10975 2332639
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8361515 0.8523474 0.8205596 0.8205596 148038 2383256 0.0621159 121474 21043 26564 2214175
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3263544 0.2617167 0.4333919 0.4333919 21634 2383256 0.0090775 9376 26449 12258 2335173
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3764790 0.3629326 0.3910759 0.3910759 33684 2383256 0.0141336 13173 23123 20511 2326449
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1076701 0.0592547 0.5885958 0.5885958 5384 2383256 0.0022591 3169 50312 2215 2327560
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7468755 0.8794275 0.6490476 0.6490476 149573 2383256 0.0627599 97080 13310 52493 2220373
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3197 2383256 0.0013414 0 0 3197 2380059
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3099311 0.1991056 0.6990145 0.6990145 5987 2383256 0.0025121 4185 16834 1802 2360435
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 393 2383256 0.0001649 0 0 393 2382863
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3677814 0.5202425 0.2844277 0.2844277 90494 2383256 0.0379707 25739 23736 64755 2269026
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9305194 0.9358501 0.9252490 0.9252490 655296 2383256 0.2749583 606312 41561 48984 1686399
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3692438 0.2424319 0.7742300 0.7742300 24773 2383256 0.0103946 19180 59935 5593 2298548
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8620504 0.8121809 0.9184447 0.9184447 203359 2383256 0.0853282 186774 43192 16585 2136705
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7580908 0.6559900 0.8978329 0.8978329 62525 2383256 0.0262351 56137 29439 6388 2291292
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8852603 0.9043421 0.8669672 0.8669672 30173 2383256 0.0126604 26159 2767 4014 2350316
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 0.3842003 0.6570371 0.2714711 0.2714711 369299 2383256 0.1549557 100254 52331 269045 1961626
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5482235 0.4269155 0.7658359 0.7658359 104115 2354472 0.0442201 79735 107035 24380 2143322
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.3803937 0.3050452 0.5051758 0.5051758 36516 2354472 0.0155092 18447 42026 18069 2275930
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6917688 0.6002659 0.8161860 0.8161860 11615 2354472 0.0049332 9480 6313 2135 2336544
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 4 Basophil Basophil 0.2377427 0.1534839 0.5271170 0.5271170 2102 2354472 0.0008928 1108 6111 994 2346259
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3283471 0.4812185 0.2491866 0.2491866 139530 2354472 0.0592617 34769 37483 104761 2177459
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.2368879 0.7106270 0.1421342 0.1421342 129427 2354472 0.0549707 18396 7491 111031 2217554
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) NA 0.0000000 0.0000000 0.0000000 3481 2354472 0.0014785 0 1 3481 2350990
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4985762 0.5261936 0.4737133 0.4737133 16263 2354472 0.0069073 7704 6937 8559 2331272
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6304023 0.4733028 0.9436055 0.9436055 183635 2354472 0.0779941 173279 192827 10356 1978010
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6062182 0.6213187 0.5918343 0.5918343 41956 2354472 0.0178197 24831 15134 17125 2297382
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7818496 0.8294128 0.7394456 0.7394456 141955 2354472 0.0602916 104968 21589 36987 2190928
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2311247 0.4186100 0.1596302 0.1596302 22715 2354472 0.0096476 3626 5036 19089 2326721
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3504081 0.3690499 0.3335589 0.3335589 33982 2354472 0.0144330 11335 19379 22647 2301111
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0787190 0.0427016 0.5028952 0.5028952 5699 2354472 0.0024205 2866 64251 2833 2284522
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7970142 0.8494192 0.7506997 0.7506997 160437 2354472 0.0681414 120440 21351 39997 2172684
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3213 2354472 0.0013646 0 0 3213 2351259
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1009220 0.0699501 0.1811138 0.1811138 6195 2354472 0.0026312 1122 14918 5073 2333359
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0481630 0.0254196 0.4574780 0.4574780 341 2354472 0.0001448 156 5981 185 2348150
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.4088589 0.4224683 0.3960989 0.3960989 79465 2354472 0.0337507 31476 43029 47989 2231978
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9102742 0.9416969 0.8808809 0.8808809 605268 2354472 0.2570716 533169 33010 72099 1716194
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0004882 0.0895522 0.0002447 0.0002447 24515 2354472 0.0104121 6 61 24509 2329896
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8741607 0.8348091 0.9174058 0.9174058 175327 2354472 0.0744655 160846 31828 14481 2147317
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7992242 0.7098449 0.9143540 0.9143540 49798 2354472 0.0211504 45533 18612 4265 2286062
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8944247 0.8695693 0.9207427 0.9207427 29890 2354472 0.0126950 27521 4128 2369 2320454
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 25 Ungated Ungated 0.4147571 0.5083344 0.3502761 0.3502761 347032 2354472 0.1473927 121557 117571 225475 1889869
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5075613 0.4587638 0.5679754 0.5679754 105244 2533024 0.0415488 59776 70522 45468 2357258
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.3586947 0.2426443 0.6875151 0.6875151 37173 2533024 0.0146753 25557 79770 11616 2416081
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6849991 0.5906402 0.8152392 0.8152392 13964 2533024 0.0055128 11384 7890 2580 2511170
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2221 2533024 0.0008768 0 0 2221 2530803
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 161559 2533024 0.0637811 0 0 161559 2371465
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4402187 0.4696531 0.4142562 0.4142562 161895 2533024 0.0639137 67066 75733 94829 2295396
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0045721 0.0204604 0.0025736 0.0025736 6217 2533024 0.0024544 16 766 6201 2526041
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.3993916 0.2702310 0.7650651 0.7650651 28659 2533024 0.0113141 21926 59212 6733 2445153
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.5970243 0.4691167 0.8208284 0.8208284 177210 2533024 0.0699599 145459 164611 31751 2191203
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.5224323 0.6604550 0.4321261 0.4321261 44207 2533024 0.0174523 19103 9821 25104 2478996
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7134468 0.6145202 0.8503355 0.8503355 155882 2533024 0.0615399 132552 83148 23330 2293994
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3218923 0.3258325 0.3180463 0.3180463 23811 2533024 0.0094002 7573 15669 16238 2493544
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4155070 0.4791893 0.3667654 0.3667654 30041 2533024 0.0118597 11018 11975 19023 2491008
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.2217452 0.2258911 0.2177487 0.2177487 4744 2533024 0.0018729 1033 3540 3711 2524740
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8012016 0.8533520 0.7550582 0.7550582 156478 2533024 0.0617752 118150 20304 38328 2356242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3262 2533024 0.0012878 0 0 3262 2529762
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 6173 2533024 0.0024370 0 0 6173 2526851
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 382 2533024 0.0001508 0 0 382 2532642
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.4142472 0.3846835 0.4487334 0.4487334 88108 2533024 0.0347837 39537 63241 48571 2381675
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9218843 0.9352207 0.9089229 0.9089229 645036 2533024 0.2546506 586288 40610 58748 1847378
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3833671 0.2662770 0.6842543 0.6842543 22838 2533024 0.0090161 15627 43060 7211 2467126
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8096955 0.7617194 0.8641214 0.8641214 197463 2533024 0.0779554 170632 53377 26831 2282184
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.4007052 0.4655188 0.3517337 0.3517337 57191 2533024 0.0225782 20116 23096 37075 2452737
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8925351 0.8149742 0.9864117 0.9864117 30909 2533024 0.0122024 30489 6922 420 2495193
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 25 Ungated Ungated 0.4529154 0.6160218 0.3580999 0.3580999 372357 2533024 0.1470010 133341 83114 239016 2077553
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.6551466 0.6131138 0.7033667 0.7033667 95731 2351465 0.0407112 67334 42489 28397 2213245
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.4854313 0.4503170 0.5264848 0.5264848 33321 2351465 0.0141703 17543 21414 15778 2296730
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6854544 0.5935791 0.8109794 0.8109794 14591 2351465 0.0062051 11833 8102 2758 2328772
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2200 2351465 0.0009356 0 0 2200 2349265
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 136257 2351465 0.0579456 0 0 136257 2215208
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5400989 0.4605254 0.6529152 0.6529152 146215 2351465 0.0621804 95466 111832 50749 2093418
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1160512 0.1040697 0.1311506 0.1311506 5284 2351465 0.0022471 693 5966 4591 2340215
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4031777 0.2806556 0.7155608 0.7155608 25320 2351465 0.0107678 18118 46438 7202 2279707
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.5406802 0.5042567 0.5827751 0.5827751 138834 2351465 0.0590415 80909 79543 57925 2133088
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7120868 0.6305999 0.8177585 0.8177585 42740 2351465 0.0181759 34951 20474 7789 2288251
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6283096 0.5083809 0.8222909 0.8222909 149272 2351465 0.0634804 122745 118698 26527 2083495
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.1174658 0.3909043 0.0691178 0.0691178 21514 2351465 0.0091492 1487 2317 20027 2327634
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3032495 0.2154586 0.5117794 0.5117794 28100 2351465 0.0119500 14381 52365 13719 2271000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0303087 0.1680498 0.0166564 0.0166564 4863 2351465 0.0020681 81 401 4782 2346201
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.5120941 0.9258316 0.3539294 0.3539294 127322 2351465 0.0541458 45063 3610 82259 2220533
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3151 2351465 0.0013400 0 0 3151 2348314
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2076453 0.1319200 0.4874593 0.4874593 6140 2351465 0.0026111 2993 19695 3147 2325630
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 432 2351465 0.0001837 0 0 432 2351033
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3731171 0.3640652 0.3826306 0.3826306 82087 2351465 0.0349089 31409 54864 50678 2214514
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.8952551 0.9386232 0.8557175 0.8557175 602353 2351465 0.2561607 515444 33705 86909 1715407
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4038398 0.2671018 0.8274253 0.8274253 24430 2351465 0.0103893 20214 55465 4216 2271570
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8317732 0.8219524 0.8418315 0.8418315 200122 2351465 0.0851052 168469 36493 31653 2114850
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.3431983 0.5423200 0.2510289 0.2510289 63658 2351465 0.0270716 15980 13486 47678 2274321
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8996110 0.8371075 0.9722014 0.9722014 30685 2351465 0.0130493 29832 5805 853 2314975
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 25 Ungated Ungated 0.4994139 0.5329944 0.4698141 0.4698141 366843 2351465 0.1560061 172348 151010 194495 1833612
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5491341 0.4043665 0.8553635 0.8553635 100037 2296980 0.0435515 85568 126042 14469 2070901
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.4627767 0.3689642 0.6205598 0.6205598 34514 2296980 0.0150258 21418 36631 13096 2225835
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7166684 0.5890417 0.9148980 0.9148980 14653 2296980 0.0063792 13406 9353 1247 2272974
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2076 2296980 0.0009038 0 0 2076 2294904
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3395797 0.4811680 0.2623737 0.2623737 123286 2296980 0.0536731 32347 34879 90939 2138815
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.3416090 0.5719310 0.2435351 0.2435351 117519 2296980 0.0511624 28620 21421 88899 2158040
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0833453 0.1830189 0.0539588 0.0539588 5393 2296980 0.0023479 291 1299 5102 2290288
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4784670 0.3248082 0.9080368 0.9080368 27511 2296980 0.0119770 24981 51929 2530 2217540
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6122598 0.5150451 0.7547116 0.7547116 136578 2296980 0.0594598 103077 97055 33501 2063347
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7256623 0.7083219 0.7438729 0.7438729 41741 2296980 0.0181721 31050 12786 10691 2242453
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6952762 0.7178533 0.6740759 0.6740759 142300 2296980 0.0619509 95921 37701 46379 2116979
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2866822 0.1911426 0.5731740 0.5731740 22590 2296980 0.0098347 12948 54792 9642 2219598
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3828822 0.4485077 0.3340099 0.3340099 29559 2296980 0.0128686 9873 12140 19686 2255281
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1791635 0.2914399 0.1293368 0.1293368 4554 2296980 0.0019826 589 1432 3965 2290994
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7409178 0.7435189 0.7383348 0.7383348 156620 2296980 0.0681852 115638 39890 40982 2100470
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3196 2296980 0.0013914 0 0 3196 2293784
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2552995 0.1638762 0.5774442 0.5774442 4797 2296980 0.0020884 2770 14133 2027 2278050
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 294 2296980 0.0001280 0 0 294 2296686
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3950466 0.4625044 0.3447619 0.3447619 83971 2296980 0.0365571 28950 33644 55021 2179365
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9382228 0.9180462 0.9593062 0.9593062 637271 2296980 0.2774386 611338 54574 25933 1605135
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4237143 0.3169186 0.6390686 0.6390686 19325 2296980 0.0084132 12350 26619 6975 2251036
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8417640 0.8965130 0.7933172 0.7933172 182976 2296980 0.0796594 145158 16756 37818 2097248
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7171584 0.7810841 0.6629048 0.6629048 48823 2296980 0.0212553 32365 9071 16458 2239086
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9059099 0.8341453 0.9911854 0.9911854 30404 2296980 0.0132365 30136 5992 268 2260584
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 25 Ungated Ungated 0.3416852 0.5198910 0.2544619 0.2544619 326992 2296980 0.1423574 83207 76840 243785 1893148
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0413629 0.0395542 0.0433449 0.0433449 110209 2828901 0.0389582 4777 115994 105432 2602698
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.0200605 0.0132956 0.0408408 0.0408408 39201 2828901 0.0138573 1601 118815 37600 2670885
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0101888 0.0057409 0.0452364 0.0452364 15629 2828901 0.0055248 707 122444 14922 2690828
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 4 Basophil Basophil 0.0018063 0.0009202 0.0487700 0.0487700 2317 2828901 0.0008190 113 122688 2204 2703896
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0523614 0.0651585 0.0437659 0.0437659 186698 2828901 0.0659967 8171 117231 178527 2524972
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0533023 0.0688736 0.0434736 0.0434736 197223 2828901 0.0697172 8574 115915 188649 2515763
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0046477 0.0024661 0.0402969 0.0402969 7544 2828901 0.0026668 304 122970 7240 2698387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0186165 0.0118205 0.0437969 0.0437969 33701 2828901 0.0119131 1476 123392 32225 2671808
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0543762 0.0734999 0.0431493 0.0431493 207118 2828901 0.0732150 8937 112655 198181 2509128
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0254641 0.0183450 0.0416127 0.0416127 53998 2828901 0.0190880 2247 120239 51751 2654664
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0502908 0.0590848 0.0437754 0.0437754 166829 2828901 0.0589731 7303 116299 159526 2545773
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0157351 0.0096875 0.0418781 0.0418781 28774 2828901 0.0101714 1205 123182 27569 2676945
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0229062 0.0153572 0.0450519 0.0450519 40753 2828901 0.0144059 1836 117717 38917 2670431
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0049537 0.0026257 0.0437004 0.0437004 7437 2828901 0.0026289 325 123453 7112 2698011
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0504380 0.0601018 0.0434514 0.0434514 173067 2828901 0.0611782 7520 117601 165547 2538233
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0052540 0.0027831 0.0468155 0.0468155 7348 2828901 0.0025975 344 123257 7004 2698296
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0394333 0.0361264 0.0434066 0.0434066 100768 2828901 0.0356209 4374 116701 96394 2611432
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0733639 0.2405279 0.0432828 0.0432828 682164 2828901 0.2411410 29526 93229 652638 2053508
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0158121 0.0096180 0.0444171 0.0444171 26814 2828901 0.0094786 1191 122639 25623 2679448
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0542888 0.0747239 0.0426304 0.0426304 211586 2828901 0.0747944 9020 111691 202566 2505624
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0316012 0.0244640 0.0446180 0.0446180 69770 2828901 0.0246633 3113 124135 66657 2634996
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0174607 0.0109939 0.0424026 0.0424026 31083 2828901 0.0109877 1318 118567 29765 2679251
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 25 Ungated Ungated 0.0680559 0.1505419 0.0439658 0.0439658 424944 2828901 0.1502152 18683 105422 406261 2298535
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0401311 0.0390820 0.0412381 0.0412381 109971 2768169 0.0397270 4535 111503 105436 2546695
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.0206820 0.0139114 0.0402913 0.0402913 38718 2768169 0.0139869 1560 110578 37158 2618873
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0084803 0.0047983 0.0364541 0.0364541 14868 2768169 0.0053711 542 112415 14326 2640886
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 4 Basophil Basophil 0.0013917 0.0007088 0.0381573 0.0381573 2149 2768169 0.0007763 82 115612 2067 2650408
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0505662 0.0644190 0.0416168 0.0416168 181489 2768169 0.0655628 7553 109695 173936 2476985
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0531737 0.0718156 0.0422154 0.0422154 198103 2768169 0.0715646 8363 108088 189740 2461978
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0051509 0.0027328 0.0447262 0.0447262 7177 2768169 0.0025927 321 117140 6856 2643852
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0184339 0.0118316 0.0417073 0.0417073 32824 2768169 0.0118577 1369 114338 31455 2621007
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0530098 0.0747262 0.0410733 0.0410733 206460 2768169 0.0745836 8480 105001 197980 2456708
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0270273 0.0196914 0.0430745 0.0430745 53837 2768169 0.0194486 2319 115448 51518 2598884
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0487768 0.0588321 0.0416571 0.0416571 164726 2768169 0.0595072 6862 109775 157864 2493668
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0170464 0.0105797 0.0438490 0.0438490 28849 2768169 0.0104217 1265 118304 27584 2621016
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0219691 0.0148662 0.0420692 0.0420692 40576 2768169 0.0146581 1707 113117 38869 2614476
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0051400 0.0027355 0.0424700 0.0424700 7417 2768169 0.0026794 315 114837 7102 2645915
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0495863 0.0616302 0.0414802 0.0414802 172516 2768169 0.0623213 7156 108956 165360 2486697
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0054571 0.0029074 0.0443521 0.0443521 7463 2768169 0.0026960 331 113515 7132 2647191
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0002408 0.0001208 0.0344828 0.0344828 406 2768169 0.0001467 14 115855 392 2651908
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0379422 0.0354156 0.0408571 0.0408571 98147 2768169 0.0354556 4010 109217 94137 2560805
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0718895 0.2390891 0.0423049 0.0423049 660160 2768169 0.2384825 27928 88882 632232 2019127
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0162821 0.0100604 0.0426711 0.0426711 27419 2768169 0.0099051 1170 115127 26249 2625623
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0533902 0.0733017 0.0419854 0.0419854 201189 2768169 0.0726794 8447 106789 192742 2460191
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0307793 0.0244718 0.0414674 0.0414674 66896 2768169 0.0241662 2774 110581 64122 2590692
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0179599 0.0113941 0.0423827 0.0423827 30201 2768169 0.0109101 1280 111059 28921 2626909
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 25 Ungated Ungated 0.0643259 0.1487706 0.0410342 0.0410342 413143 2768169 0.1492478 16953 97001 396190 2258025
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0440225 0.0395867 0.0495777 0.0495777 111058 2830864 0.0392311 5506 133581 105552 2586225
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.0214830 0.0136890 0.0498862 0.0498862 39089 2830864 0.0138082 1950 140500 37139 2651275
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0100286 0.0055453 0.0523628 0.0523628 15469 2830864 0.0054644 810 145259 14659 2670136
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0580313 0.0705553 0.0492832 0.0492832 198952 2830864 0.0702796 9805 129164 189147 2502748
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0049660 0.0026159 0.0488806 0.0488806 7549 2830864 0.0026667 369 140692 7180 2682623
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0196302 0.0121732 0.0506682 0.0506682 34045 2830864 0.0120264 1725 139980 32320 2656839
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0598303 0.0734343 0.0504790 0.0504790 208265 2830864 0.0735694 10513 132649 197752 2489950
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0276659 0.0190918 0.0502194 0.0502194 54242 2830864 0.0191609 2724 139955 51518 2636667
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0531173 0.0571768 0.0495960 0.0495960 165094 2830864 0.0583193 8188 135017 156906 2530753
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0179681 0.0108298 0.0527130 0.0527130 29101 2830864 0.0102799 1534 140112 27567 2661651
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0214988 0.0138922 0.0475156 0.0475156 40513 2830864 0.0143112 1925 136642 38588 2653709
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0049097 0.0025816 0.0500000 0.0500000 7420 2830864 0.0026211 371 143337 7049 2680107
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0553424 0.0623562 0.0497469 0.0497469 173840 2830864 0.0614088 8648 130039 165192 2526985
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0411704 0.0353256 0.0493328 0.0493328 100197 2830864 0.0353945 4943 134984 95254 2595683
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0835283 0.2390999 0.0506031 0.0506031 679484 2830864 0.2400271 34384 109422 645100 2041958
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0154962 0.0091637 0.0501560 0.0501560 26278 2830864 0.0092827 1318 142510 24960 2662076
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0602315 0.0755131 0.0500940 0.0500940 211682 2830864 0.0747765 10604 129822 201078 2489360
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0323436 0.0244562 0.0477401 0.0477401 70800 2830864 0.0250100 3380 134826 67420 2625238
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0189281 0.0115222 0.0529827 0.0529827 31029 2830864 0.0109610 1644 141037 29385 2658798
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 25 Ungated Ungated 0.0754669 0.1512961 0.0502711 0.0502711 424339 2830864 0.1498973 21332 119663 403007 2286862
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0425295 0.0384061 0.0476448 0.0476448 108994 2817387 0.0386862 5193 130020 103801 2578373
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.0218181 0.0139916 0.0495155 0.0495155 38392 2817387 0.0136268 1901 133966 36491 2645029
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0100053 0.0055662 0.0494088 0.0494088 15139 2817387 0.0053734 748 133634 14391 2668614
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0575188 0.0712255 0.0482362 0.0482362 196305 2817387 0.0696763 9469 123475 186836 2497607
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0055169 0.0029160 0.0510503 0.0510503 7522 2817387 0.0026698 384 131303 7138 2678562
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0196801 0.0123851 0.0478844 0.0478844 33915 2817387 0.0120377 1624 129501 32291 2653971
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0574275 0.0724920 0.0475469 0.0475469 206554 2817387 0.0733140 9821 125656 196733 2485177
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0265409 0.0186077 0.0462655 0.0462655 53755 2817387 0.0190797 2487 131167 51268 2632465
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0535246 0.0594837 0.0486507 0.0486507 167007 2817387 0.0592773 8125 128467 158882 2521913
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0165624 0.0100919 0.0461549 0.0461549 28946 2817387 0.0102741 1336 131047 27610 2657394
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0213557 0.0136167 0.0494748 0.0494748 37130 2817387 0.0131789 1837 133071 35293 2647186
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0053087 0.0027965 0.0522204 0.0522204 7296 2817387 0.0025896 381 135860 6915 2674231
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0533843 0.0608310 0.0475619 0.0475619 171797 2817387 0.0609774 8171 126152 163626 2519438
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0044596 0.0023559 0.0416723 0.0416723 7391 2817387 0.0026234 308 130430 7083 2679566
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0403728 0.0355421 0.0467231 0.0467231 100186 2817387 0.0355599 4681 127022 95505 2590179
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0794701 0.2414059 0.0475640 0.0475640 678706 2817387 0.2408991 32282 101443 646424 2037238
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0160322 0.0096336 0.0477434 0.0477434 27187 2817387 0.0096497 1298 133439 25889 2656761
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0591448 0.0754656 0.0486281 0.0486281 211647 2817387 0.0751217 10292 126088 201355 2479652
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0327571 0.0249543 0.0476594 0.0476594 70773 2817387 0.0251201 3373 131794 67400 2614820
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0185144 0.0113226 0.0507488 0.0507488 30917 2817387 0.0109736 1569 137004 29348 2649466
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 25 Ungated Ungated 0.0707747 0.1491396 0.0463960 0.0463960 422924 2817387 0.1501121 19622 111946 403302 2282517
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0420243 0.0391647 0.0453345 0.0453345 110534 2800058 0.0394756 5011 122936 105523 2566588
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.0215639 0.0140788 0.0460434 0.0460434 38985 2800058 0.0139229 1795 125702 37190 2635371
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0097861 0.0055077 0.0438433 0.0438433 15601 2800058 0.0055717 684 123505 14917 2660952
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0526407 0.0654197 0.0440383 0.0440383 186247 2800058 0.0665154 8202 117173 178045 2496638
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0544784 0.0703324 0.0444572 0.0444572 199158 2800058 0.0711264 8854 117034 190304 2483866
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0047493 0.0025181 0.0416778 0.0416778 7486 2800058 0.0026735 312 123590 7174 2668982
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0197996 0.0124903 0.0477316 0.0477316 33856 2800058 0.0120912 1616 127764 32240 2638438
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0563204 0.0743148 0.0453416 0.0453416 208815 2800058 0.0745752 9468 117936 199347 2473307
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0269833 0.0191949 0.0454076 0.0454076 54176 2800058 0.0193482 2460 125699 51716 2620183
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0516947 0.0587244 0.0461682 0.0461682 164464 2800058 0.0587359 7593 121706 156871 2513888
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0165447 0.0101792 0.0441594 0.0441594 29235 2800058 0.0104409 1291 125536 27944 2645287
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0211181 0.0136759 0.0463306 0.0463306 38031 2800058 0.0135822 1762 127078 36269 2634949
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0052156 0.0027608 0.0470541 0.0470541 7502 2800058 0.0026792 353 127507 7149 2665049
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0537010 0.0630283 0.0467784 0.0467784 172943 2800058 0.0617641 8090 120265 164853 2506850
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0050354 0.0026649 0.0455882 0.0455882 7480 2800058 0.0026714 341 127620 7139 2664958
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0385197 0.0344875 0.0436196 0.0436196 98740 2800058 0.0352636 4307 120579 94433 2580739
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0764682 0.2407663 0.0454520 0.0454520 672490 2800058 0.2401700 30566 96387 641924 2031181
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0160310 0.0097566 0.0449160 0.0449160 27095 2800058 0.0096766 1217 123519 25878 2649444
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0576132 0.0752209 0.0466852 0.0466852 208760 2800058 0.0745556 9746 119819 199014 2471479
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0324404 0.0250986 0.0458536 0.0458536 70398 2800058 0.0251416 3228 125385 67170 2604275
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0180934 0.0111775 0.0474562 0.0474562 30997 2800058 0.0110701 1471 130133 29526 2638928
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 25 Ungated Ungated 0.0677566 0.1453797 0.0441718 0.0441718 410805 2800058 0.1467130 18146 106672 392659 2282581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9947230 0.9915238 0.9979430 0.9979430 201263 1536957 0.1309490 200849 1717 414 1333977
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 2 CD19 CD19 0.9983666 0.9977000 0.9990342 0.9990342 174983 1536957 0.1138503 174814 403 169 1361571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 0.9228384 0.9147719 0.9310483 0.9310483 84697 1536957 0.0551069 78857 7347 5840 1444913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 0.9972212 0.9963771 0.9980667 0.9980667 686400 1536957 0.4465967 685073 2491 1327 848066
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 0.9721645 0.9771502 0.9672295 0.9672295 199356 1536957 0.1297082 192823 4509 6533 1333092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 0.9875665 0.9933005 0.9818983 0.9818983 190258 1536957 0.1237888 186814 1260 3444 1345439
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9942877 0.9900153 0.9985972 0.9985972 166811 1356644 0.1229586 166577 1680 234 1188153
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 2 CD19 CD19 0.9977809 0.9976261 0.9979358 0.9979358 128862 1356644 0.0949859 128596 306 266 1227476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 0.9514167 0.9639831 0.9391738 0.9391738 71844 1356644 0.0529572 67474 2521 4370 1282279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 0.9975929 0.9967745 0.9984127 0.9984127 605424 1356644 0.4462659 604463 1956 961 749264
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 0.9863669 0.9832570 0.9894965 0.9894965 201552 1356644 0.1485666 199435 3396 2117 1151696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 0.9882641 0.9935031 0.9830800 0.9830800 182151 1356644 0.1342659 179069 1171 3082 1173322
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9962692 0.9956501 0.9968891 0.9968891 154294 1408466 0.1095476 153814 672 480 1253500
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 2 CD19 CD19 0.9978303 0.9976239 0.9980369 0.9980369 159439 1408466 0.1132005 159126 379 313 1248648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 0.9329000 0.9628152 0.9047878 0.9047878 73604 1408466 0.0522583 66596 2572 7008 1332290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 0.9969598 0.9963597 0.9975606 0.9975606 661241 1408466 0.4694760 659628 2410 1613 744815
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 0.9806560 0.9708047 0.9907093 0.9907093 182655 1408466 0.1296836 180958 5442 1697 1220369
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 0.9898504 0.9908689 0.9888339 0.9888339 177233 1408466 0.1258341 175254 1615 1979 1229618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9954069 0.9931234 0.9977010 0.9977010 177033 1421911 0.1245036 176626 1223 407 1243655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 2 CD19 CD19 0.9980679 0.9979843 0.9981515 0.9981515 173113 1421911 0.1217467 172793 349 320 1248449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 0.9452731 0.9630869 0.9281063 0.9281063 65416 1421911 0.0460057 60713 2327 4703 1354168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 0.9976161 0.9973668 0.9978656 0.9978656 669963 1421911 0.4711708 668533 1765 1430 750183
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 0.9856157 0.9784803 0.9928559 0.9928559 180849 1421911 0.1271873 179557 3949 1292 1237113
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 0.9871937 0.9918741 0.9825572 0.9825572 155537 1421911 0.1093859 152824 1252 2713 1265122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9952271 0.9949792 0.9954752 0.9954752 204648 1404771 0.1456807 203722 1028 926 1199095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 2 CD19 CD19 0.9982240 0.9977503 0.9986982 0.9986982 162089 1404771 0.1153846 161878 365 211 1242317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 0.9608365 0.9743042 0.9477361 0.9477361 66853 1404771 0.0475900 63359 1671 3494 1336247
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 0.9978742 0.9973245 0.9984245 0.9984245 594739 1404771 0.4233708 593802 1593 937 808439
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 0.9886490 0.9836938 0.9936544 0.9936544 184381 1404771 0.1312534 183211 3037 1170 1217353
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 0.9887986 0.9912718 0.9863377 0.9863377 192061 1404771 0.1367205 189437 1668 2624 1211042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9771217 0.9630151 0.9916477 0.9916477 201263 1515011 0.1328459 199582 7665 1681 1306083
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 2 CD19 CD19 0.9903452 0.9813705 0.9994857 0.9994857 174982 1515011 0.1154988 174892 3320 90 1336709
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 0.6543811 0.6038113 0.7141957 0.7141957 76220 1515011 0.0503099 54436 35718 21784 1403073
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 0.9758199 0.9663753 0.9854509 0.9854509 674339 1515011 0.4451050 664528 23122 9811 817550
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 0.8996683 0.9405898 0.8621591 0.8621591 198526 1515011 0.1310393 171161 10811 27365 1305674
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 6 Ungated Ungated 0.9382986 0.9933029 0.8890664 0.8890664 189681 1515011 0.1252011 168639 1137 21042 1324193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9415196 0.8992921 0.9879083 0.9879083 166643 1250408 0.1332709 164628 18436 2015 1065329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 0.9887492 0.9803543 0.9972892 0.9972892 128746 1250408 0.1029632 128397 2573 349 1119089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 0.3238955 0.3351264 0.3133929 0.3133929 49698 1250408 0.0397454 15575 30900 34123 1169810
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 0.9729140 0.9489411 0.9981296 0.9981296 575285 1250408 0.4600778 574209 30896 1076 644227
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 0.8758003 0.9231759 0.8330498 0.8330498 185145 1250408 0.1480677 154235 12835 30910 1052428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 6 Ungated Ungated 0.8965520 1.0000000 0.8125004 0.8125004 144891 1250408 0.1158750 117724 0 27167 1105517
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9116280 0.8539578 0.9776516 0.9776516 152360 1308093 0.1164749 148955 25474 3405 1130259
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 2 CD19 CD19 0.9826365 0.9661527 0.9996925 0.9996925 159327 1308093 0.1218010 159278 5580 49 1143186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 0.4042100 0.2949055 0.6422586 0.6422586 55610 1308093 0.0425123 35716 85394 19894 1167089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 0.9742478 0.9523585 0.9971670 0.9971670 634665 1308093 0.4851834 632867 31659 1798 641769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 0.6689407 0.9963346 0.5034936 0.5034936 170600 1308093 0.1304189 85896 316 84704 1137177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 6 Ungated Ungated 0.8340868 1.0000000 0.7153935 0.7153935 135531 1308093 0.1036096 96958 0 38573 1172562
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9308500 0.8823303 0.9850165 0.9850165 176928 1392140 0.1270907 174277 23242 2651 1191970
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 2 CD19 CD19 0.9523602 0.9096459 0.9992837 0.9992837 173105 1392140 0.1243445 172981 17182 124 1201853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 0.7703721 0.7263780 0.8200390 0.8200390 62997 1392140 0.0452519 51660 19460 11337 1309683
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 0.9865384 0.9890114 0.9840777 0.9840777 667931 1392140 0.4797872 657296 7303 10635 716906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 0.9570228 0.9538900 0.9601763 0.9601763 180571 1392140 0.1297075 173380 8381 7191 1203188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 6 Ungated Ungated 0.7893523 0.9873301 0.6575095 0.6575095 130608 1392140 0.0938182 85876 1102 44732 1260430
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9576562 0.9279543 0.9893224 0.9893224 204634 1388241 0.1474052 202449 15718 2185 1167889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 2 CD19 CD19 0.9877271 0.9761987 0.9995311 0.9995311 162083 1388241 0.1167542 162007 3950 76 1222208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 0.7804275 0.7568986 0.8054662 0.8054662 59969 1388241 0.0431978 48303 15514 11666 1312758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 0.9751355 0.9725034 0.9777818 0.9777818 585512 1388241 0.4217654 572503 16187 13009 786542
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 0.9587474 0.9403074 0.9779252 0.9779252 184373 1388241 0.1328105 180303 11446 4070 1192422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 6 Ungated Ungated 0.9038975 0.9938259 0.8288934 0.8288934 191670 1388241 0.1380668 158874 987 32796 1195584
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9835777 0.9705978 0.9969095 0.9969095 201263 1536957 0.1309490 200641 6078 622 1329616
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 0.9835726 0.9694541 0.9981084 0.9981084 174983 1536957 0.1138503 174652 5503 331 1356471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 0.6703103 0.8387143 0.5582252 0.5582252 84697 1536957 0.0551069 47280 9092 37417 1443168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 0.9853172 0.9770756 0.9936990 0.9936990 686400 1536957 0.4465967 682075 16003 4325 834554
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 0.9238028 0.8894042 0.9609693 0.9609693 199356 1536957 0.1297082 191575 23822 7781 1313779
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 0.9484526 0.9748219 0.9234723 0.9234723 190258 1536957 0.1237888 175698 4538 14560 1342161
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9892332 0.9878759 0.9905941 0.9905941 166811 1356644 0.1229586 165242 2028 1569 1187805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 0.9880573 0.9922367 0.9839130 0.9839130 128862 1356644 0.0949859 126789 992 2073 1226790
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 0.2630166 0.6007450 0.1683648 0.1683648 71844 1356644 0.0529572 12096 8039 59748 1276761
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 0.9782708 0.9602473 0.9969839 0.9969839 605424 1356644 0.4462659 603598 24988 1826 726232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 0.8972493 0.8400753 0.9627739 0.9627739 201552 1356644 0.1485666 194049 36941 7503 1118151
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 0.9717031 0.9724217 0.9709856 0.9709856 182151 1356644 0.1342659 176866 5016 5285 1169477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9589640 0.9504988 0.9675814 0.9675814 154294 1408466 0.1095476 149292 7775 5002 1246397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 0.9842402 0.9825729 0.9859131 0.9859131 159439 1408466 0.1132005 157193 2788 2246 1246239
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 0.8125905 0.7983012 0.8274007 0.8274007 73604 1408466 0.0522583 60900 15387 12704 1319475
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 0.9876475 0.9847579 0.9905541 0.9905541 661241 1408466 0.4694760 654995 10138 6246 737087
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 0.9660110 0.9480709 0.9846432 0.9846432 182655 1408466 0.1296836 179850 9851 2805 1215960
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 0.9200901 0.9686956 0.8761292 0.8761292 177233 1408466 0.1258341 155279 5018 21954 1226215
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9568553 0.9973532 0.9195178 0.9195178 177033 1421911 0.1245036 162785 432 14248 1244446
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 0.9810634 0.9926035 0.9697885 0.9697885 173113 1421911 0.1217467 167883 1251 5230 1247547
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 0.3233234 0.6195445 0.2187385 0.2187385 65416 1421911 0.0460057 14309 8787 51107 1347708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 0.9807646 0.9778165 0.9837304 0.9837304 669963 1421911 0.4711708 659063 14952 10900 736996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 0.8848561 0.8069754 0.9793751 0.9793751 180849 1421911 0.1271873 177119 42366 3730 1198696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 0.9056350 0.8600113 0.9563705 0.9563705 155537 1421911 0.1093859 148751 24213 6786 1242161
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9837985 0.9842749 0.9833226 0.9833226 204648 1404771 0.1456807 201235 3215 3413 1196908
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 0.9805528 0.9875476 0.9736564 0.9736564 162089 1404771 0.1153846 157819 1990 4270 1240692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 0.3133861 0.5918986 0.2131094 0.2131094 66853 1404771 0.0475900 14247 9823 52606 1328095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 0.9838368 0.9831100 0.9845647 0.9845647 594739 1404771 0.4233708 585559 10060 9180 799972
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 0.8816847 0.8051798 0.9742544 0.9742544 184381 1404771 0.1312534 179634 43464 4747 1176926
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 0.9551959 0.9415147 0.9692806 0.9692806 192061 1404771 0.1367205 186161 11564 5900 1201146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9463787 0.9837512 0.9117417 0.9117417 195891 1474730 0.1328318 178602 2950 17289 1275889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 2 CD19 CD19 0.9774295 0.9762517 0.9786102 0.9786102 173026 1474730 0.1173272 169325 4119 3701 1297585
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 0.3659617 0.4816722 0.2950764 0.2950764 64973 1474730 0.0440576 19172 20631 45801 1389126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 0.9775573 0.9767722 0.9783437 0.9783437 672507 1474730 0.4560204 657943 15646 14564 786577
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 0.8713644 0.8304913 0.9164690 0.9164690 182543 1474730 0.1237806 167295 34146 15248 1258041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 0.8902125 0.8486977 0.9359976 0.9359976 185790 1474730 0.1259824 173899 31002 11891 1257938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.8995604 0.9855905 0.8273434 0.8273434 163857 1277454 0.1282684 135566 1982 28291 1111615
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 2 CD19 CD19 0.9558441 0.9856287 0.9278068 0.9278068 124998 1277454 0.0978493 115974 1691 9024 1150765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 0.2850560 0.3630349 0.2346532 0.2346532 55891 1277454 0.0437519 13115 23011 42776 1198552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 4 CD4 CD4 0.9636941 0.9372373 0.9916881 0.9916881 600822 1277454 0.4703277 595828 39900 4994 636732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 0.8264245 0.9040833 0.7610518 0.7610518 153142 1277454 0.1198806 116549 12365 36593 1111947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 0.8413835 0.7602191 0.9419505 0.9419505 178744 1277454 0.1399221 168368 53105 10376 1045605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.8281595 0.9928605 0.7103267 0.7103267 148595 1336985 0.1111419 105551 759 43044 1187631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 0.9374637 0.9826028 0.8962897 0.8962897 153948 1336985 0.1151456 137982 2443 15966 1180594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 0.3313052 0.5192293 0.2432617 0.2432617 54057 1336985 0.0404320 13150 12176 40907 1270752
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 4 CD4 CD4 0.9122741 0.8444521 0.9919418 0.9919418 655604 1336985 0.4903600 650321 119789 5283 561592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 0.8369879 0.8613497 0.8139662 0.8139662 154988 1336985 0.1159235 126155 20307 28833 1161690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 0.7786890 0.8349601 0.7295236 0.7295236 169793 1336985 0.1269969 123868 24484 45925 1142708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8513848 0.9838679 0.7503466 0.7503466 172395 1366285 0.1261779 129356 2121 43039 1191769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 0.9521138 0.9727199 0.9323625 0.9323625 170719 1366285 0.1249512 159172 4464 11547 1191102
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 0.3888540 0.4878497 0.3232577 0.3232577 52602 1366285 0.0385000 17004 17851 35598 1295832
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 4 CD4 CD4 0.9119312 0.8494646 0.9843140 0.9843140 663587 1366285 0.4856871 653178 115751 10409 586947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 0.8149489 0.8639224 0.7712299 0.7712299 157914 1366285 0.1155791 121788 19183 36126 1189188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 0.7590468 0.8270486 0.7013779 0.7013779 149068 1366285 0.1091046 104553 21864 44515 1195353
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.9292426 0.9858577 0.8787769 0.8787769 201488 1306981 0.1541629 177063 2540 24425 1102953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 0.9655572 0.9767085 0.9546577 0.9546577 158792 1306981 0.1214953 151592 3615 7200 1144574
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 0.3499456 0.4763056 0.2765731 0.2765731 41320 1306981 0.0316148 11428 12565 29892 1253096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 4 CD4 CD4 0.9772565 0.9690092 0.9856454 0.9856454 582879 1306981 0.4459736 574512 18374 8367 705728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 0.8889454 0.8701146 0.9086093 0.9086093 138537 1306981 0.1059977 125876 18790 12661 1149654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 0.8775466 0.8220068 0.9411355 0.9411355 183965 1306981 0.1407557 173136 37490 10829 1085526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1463732 0.1304725 0.1666874 0.1666874 201263 1536957 0.1309490 33548 223579 167715 1112115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 0.1348630 0.1133601 0.1664333 0.1664333 174983 1536957 0.1138503 29123 227784 145860 1134190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 0.0821757 0.0547382 0.1647638 0.1647638 84697 1536957 0.0551069 13955 240986 70742 1211274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 0.2427033 0.4456275 0.1667643 0.1667643 686400 1536957 0.4465967 114467 142400 571933 708157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5 CD8 CD8 0.1461014 0.1296958 0.1672586 0.1672586 199356 1536957 0.1297082 33344 223750 166012 1113851
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 6 Ungated Ungated 0.1412626 0.1235331 0.1649339 0.1649339 190258 1536957 0.1237888 31380 222641 158878 1124058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1405783 0.1226056 0.1647253 0.1647253 166811 1356644 0.1229586 27478 196639 139333 993194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 0.1220004 0.0959277 0.1675358 0.1675358 128862 1356644 0.0949859 21589 203466 107273 1024316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 3 CD3+ CD3+ 0.0805449 0.0530061 0.1676410 0.1676410 71844 1356644 0.0529572 12044 215175 59800 1069625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 0.2427503 0.4456034 0.1668120 0.1668120 605424 1356644 0.4462659 100992 125649 504432 625571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 0.1558380 0.1471630 0.1655999 0.1655999 201552 1356644 0.1485666 33377 193426 168175 961666
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 0.1482932 0.1336940 0.1664718 0.1664718 182151 1356644 0.1342659 30323 196486 151828 978007
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1322979 0.1099905 0.1659559 0.1659559 154294 1408466 0.1095476 25606 207196 128688 1046976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 0.1351334 0.1132671 0.1674622 0.1674622 159439 1408466 0.1132005 26700 209026 132739 1040001
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 0.0785463 0.0516393 0.1639992 0.1639992 73604 1408466 0.0522583 12071 221685 61533 1113177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 0.2468005 0.4699459 0.1673414 0.1673414 661241 1408466 0.4694760 110653 124806 550588 622419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 0.1461974 0.1298590 0.1672388 0.1672388 182655 1408466 0.1296836 30547 204685 152108 1021126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 6 Ungated Ungated 0.1443725 0.1265144 0.1681007 0.1681007 177233 1408466 0.1258341 29793 205698 147440 1025535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1423277 0.1241649 0.1667147 0.1667147 177033 1421911 0.1245036 29514 208186 147519 1036692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 0.1405726 0.1214701 0.1668043 0.1668043 173113 1421911 0.1217467 28876 208845 144237 1039953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 3 CD3+ CD3+ 0.0708711 0.0452977 0.1627583 0.1627583 65416 1421911 0.0460057 10647 224398 54769 1132097
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 0.2450692 0.4704230 0.1656942 0.1656942 669963 1421911 0.4711708 111009 124968 558954 626980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5 CD8 CD8 0.1447668 0.1274036 0.1676094 0.1676094 180849 1421911 0.1271873 30312 207609 150537 1033453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 0.1324144 0.1095573 0.1673235 0.1673235 155537 1421911 0.1093859 26025 211522 129512 1054852
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1549904 0.1458013 0.1654157 0.1654157 204648 1404771 0.1456807 33852 198327 170796 1001796
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 0.1361848 0.1154275 0.1660446 0.1660446 162089 1404771 0.1153846 26914 206254 135175 1036428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 0.0739980 0.0475308 0.1669783 0.1669783 66853 1404771 0.0475900 11163 223695 55690 1114223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 0.2389606 0.4223630 0.1666126 0.1666126 594739 1404771 0.4233708 99091 135520 495648 674512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5 CD8 CD8 0.1474037 0.1315054 0.1676745 0.1676745 184381 1404771 0.1312534 30916 204177 153465 1016213
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 0.1495820 0.1359522 0.1662493 0.1662493 192061 1404771 0.1367205 31930 202932 160131 1009778
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9973679 0.9967302 0.9980063 0.9980063 915398 3804850 0.2405871 913573 2997 1825 2886455
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 2 CD19 CD19 0.9977959 0.9981658 0.9974262 0.9974262 410288 3804850 0.1078329 409232 752 1056 3393810
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 0.9326685 0.9025814 0.9648307 0.9648307 148112 3804850 0.0389272 142903 15424 5209 3641314
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 4 CD4 CD4 0.9969108 0.9950066 0.9988223 0.9988223 1497047 3804850 0.3934576 1495284 7504 1763 2300299
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 0.9748628 0.9911520 0.9591004 0.9591004 345016 3804850 0.0906780 330905 2954 14111 3456880
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 0.9860302 0.9918108 0.9803165 0.9803165 488989 3804850 0.1285173 479364 3958 9625 3311903
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9965546 0.9942350 0.9988851 0.9988851 850311 3956437 0.2149184 849363 4925 948 3101201
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 2 CD19 CD19 0.9981439 0.9978970 0.9983909 0.9983909 410167 3956437 0.1036708 409507 863 660 3545407
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 0.8830002 0.9057865 0.8613322 0.8613322 184787 3956437 0.0467054 159163 16555 25624 3755095
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 0.9933335 0.9933013 0.9933658 0.9933658 1680825 3956437 0.4248330 1669674 11260 11151 2264352
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 0.9647144 0.9488194 0.9811511 0.9811511 364424 3956437 0.0921091 357555 19287 6869 3572726
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 0.9848000 0.9930065 0.9767279 0.9767279 465923 3956437 0.1177633 455080 3205 10843 3487309
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9976621 0.9971574 0.9981673 0.9981673 901423 3871161 0.2328560 899771 2565 1652 2967173
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 2 CD19 CD19 0.9971989 0.9973462 0.9970517 0.9970517 406331 3871161 0.1049636 405133 1078 1198 3463752
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 0.9030596 0.9728863 0.8425850 0.8425850 177410 3871161 0.0458286 149483 4166 27927 3689585
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 0.9965987 0.9962726 0.9969251 0.9969251 1569785 3871161 0.4055075 1564958 5855 4827 2295521
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 0.9608844 0.9293910 0.9945869 0.9945869 335115 3871161 0.0865671 333301 25322 1814 3510724
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 0.9861424 0.9877547 0.9845353 0.9845353 481097 3871161 0.1242772 473657 5872 7440 3384192
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9969070 0.9953849 0.9984337 0.9984337 891283 3907351 0.2281042 889887 4126 1396 3011942
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 2 CD19 CD19 0.9980420 0.9972241 0.9988612 0.9988612 389869 3907351 0.0997783 389425 1084 444 3516398
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 0.9419629 0.9640669 0.9208497 0.9208497 169715 3907351 0.0434348 156282 5825 13433 3731811
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 0.9970681 0.9956446 0.9984956 0.9984956 1629182 3907351 0.4169531 1626731 7116 2451 2271053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 0.9780630 0.9702061 0.9860482 0.9860482 343754 3907351 0.0879762 338958 10409 4796 3553188
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 0.9857990 0.9920336 0.9796421 0.9796421 483548 3907351 0.1237534 473704 3804 9844 3419999
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9973501 0.9966694 0.9980318 0.9980318 883031 3978798 0.2219341 881293 2945 1738 3092822
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 2 CD19 CD19 0.9974417 0.9962172 0.9986692 0.9986692 419294 3978798 0.1053821 418736 1590 558 3557914
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 0.9346869 0.9530722 0.9169976 0.9169976 182585 3978798 0.0458895 167430 8244 15155 3787969
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 0.9969014 0.9963477 0.9974557 0.9974557 1658216 3978798 0.4167631 1653997 6063 4219 2314519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 0.9743091 0.9670460 0.9816821 0.9816821 353753 3978798 0.0889095 347273 11834 6480 3613211
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 0.9863478 0.9889464 0.9837628 0.9837628 481919 3978798 0.1211218 474094 5299 7825 3491580
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9725459 0.9655068 0.9796884 0.9796884 901060 3768363 0.2391118 882758 31537 18302 2835766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 2 CD19 CD19 0.9873664 0.9782040 0.9967020 0.9967020 410254 3768363 0.1088680 408901 9111 1353 3348998
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 0.7831594 0.7221888 0.8553742 0.8553742 140300 3768363 0.0372310 120009 46165 20291 3581898
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 0.9779474 0.9741259 0.9817990 0.9817990 1485856 3768363 0.3942975 1458812 38748 27044 2243759
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 0.9352445 0.9264022 0.9442572 0.9442572 344152 3768363 0.0913267 324968 25817 19184 3398394
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 6 Ungated Ungated 0.9220569 0.9933695 0.8602974 0.8602974 486741 3768363 0.1291651 418742 2795 67999 3278827
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9735733 0.9506738 0.9976032 0.9976032 849053 3789323 0.2240646 847018 43948 2035 2896322
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 0.9750811 0.9535888 0.9975645 0.9975645 408947 3789323 0.1079209 407951 19855 996 3360521
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 0.2401219 0.3294171 0.1889131 0.1889131 153912 3789323 0.0406173 29076 59189 124836 3576222
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 0.9670446 0.9612750 0.9728839 0.9728839 1624641 3789323 0.4287418 1580587 63674 44054 2101008
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 0.8537092 0.7876727 0.9318317 0.9318317 353537 3789323 0.0932982 329437 88804 24100 3346982
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 6 Ungated Ungated 0.8895033 1.0000000 0.8009959 0.8009959 399233 3789323 0.1053573 319784 0 79449 3390090
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9609019 0.9319827 0.9916733 0.9916733 897952 3586312 0.2503831 890475 64988 7477 2623372
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 0.9871038 0.9814502 0.9928228 0.9928228 403363 3586312 0.1124729 400468 7569 2895 3175380
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 0.1884421 0.3809677 0.1251808 0.1251808 151397 3586312 0.0422152 18952 30795 132445 3404120
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 0.9749384 0.9700127 0.9799144 0.9799144 1472895 3586312 0.4106991 1443311 44619 29584 2068798
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 0.8512983 0.7523639 0.9801915 0.9801915 325921 3586312 0.0908792 319465 105150 6456 3155241
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 6 Ungated Ungated 0.8721326 0.9964379 0.7754015 0.7754015 334784 3586312 0.0933505 259592 928 75192 3250600
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9680160 0.9431046 0.9942791 0.9942791 890591 3674391 0.2423779 885496 53420 5095 2730380
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 0.9875554 0.9802563 0.9949641 0.9949641 386627 3674391 0.1052221 384680 7748 1947 3280016
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 0.5936990 0.7872259 0.4765474 0.4765474 130199 3674391 0.0354342 62046 16770 68153 3527422
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 0.9868906 0.9800592 0.9938180 0.9938180 1600287 3674391 0.4355244 1590394 32359 9893 2041745
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 0.8898177 0.8216775 0.9702812 0.9702812 329354 3674391 0.0896350 319566 69353 9788 3275684
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 6 Ungated Ungated 0.8553667 0.9989230 0.7478871 0.7478871 337333 3674391 0.0918065 252287 272 85046 3336786
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9698996 0.9439157 0.9973546 0.9973546 880012 3694040 0.2382248 877684 52149 2328 2761879
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 0.9726984 0.9511721 0.9952215 0.9952215 418543 3694040 0.1133022 416543 21383 2000 3254114
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 0.2385881 0.2493811 0.2286905 0.2286905 136993 3694040 0.0370849 31329 94298 105664 3462749
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 0.9589486 0.9829121 0.9361257 0.9361257 1567485 3694040 0.4243281 1467363 25510 100122 2101045
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 0.8620573 0.7612306 0.9936711 0.9936711 342874 3694040 0.0928182 340704 106866 2170 3244300
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 6 Ungated Ungated 0.8540332 0.9983168 0.7461890 0.7461890 348133 3694040 0.0942418 259773 438 88360 3345469
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9723841 0.9550081 0.9904042 0.9904042 915398 3804850 0.2405871 906614 42712 8784 2846740
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 0.9715427 0.9899100 0.9538446 0.9538446 410288 3804850 0.1078329 391351 3989 18937 3390573
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 0.7234453 0.7783281 0.6757926 0.6757926 148112 3804850 0.0389272 100093 28507 48019 3628231
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 0.9781821 0.9606666 0.9963481 0.9963481 1497047 3804850 0.3934576 1491580 61071 5467 2246732
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 0.9463879 0.9525836 0.9402723 0.9402723 345016 3804850 0.0906780 324409 16148 20607 3443686
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 0.8817434 0.9326446 0.8361108 0.8361108 488989 3804850 0.1285173 408849 29527 80140 3286334
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9898736 0.9955865 0.9842258 0.9842258 850311 3956437 0.2149184 836898 3710 13413 3102416
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 0.9826177 0.9830505 0.9821853 0.9821853 410167 3956437 0.1036708 402860 6946 7307 3539324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 0.1241354 0.5265247 0.0703621 0.0703621 184787 3956437 0.0467054 13002 11692 171785 3759958
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 0.9445917 0.8991452 0.9948769 0.9948769 1680825 3956437 0.4248330 1672214 187568 8611 2088044
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 0.7346416 0.7656097 0.7060814 0.7060814 364424 3956437 0.0921091 257313 78776 107111 3513237
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 0.9331235 0.9143489 0.9526853 0.9526853 465923 3956437 0.1177633 443878 41580 22045 3448934
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9843965 0.9920961 0.9768155 0.9768155 901423 3871161 0.2328560 880524 7015 20899 2962723
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 0.9520202 0.9727170 0.9321858 0.9321858 406331 3871161 0.1049636 378776 10624 27555 3454206
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 0.6942688 0.7772912 0.6272702 0.6272702 177410 3871161 0.0458286 111284 31885 66126 3661866
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 0.9750775 0.9587570 0.9919632 0.9919632 1569785 3871161 0.4055075 1557169 66985 12616 2234391
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 0.9001635 0.8805106 0.9207138 0.9207138 335115 3871161 0.0865671 308545 41871 26570 3494175
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 0.9328035 0.9373199 0.9283305 0.9283305 481097 3871161 0.1242772 446617 29866 34480 3360198
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9834061 0.9894232 0.9774617 0.9774617 891283 3907351 0.2281042 871195 9313 20088 3006755
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 0.9644145 0.9497351 0.9795547 0.9795547 389869 3907351 0.0997783 381898 20212 7971 3497270
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 0.7895098 0.8421573 0.7430575 0.7430575 169715 3907351 0.0434348 126108 23636 43607 3714000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 0.9816380 0.9805435 0.9827349 0.9827349 1629182 3907351 0.4169531 1601054 31769 28128 2246400
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 0.9474349 0.9408161 0.9541474 0.9541474 343754 3907351 0.0879762 327992 20633 15762 3542964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 0.9204607 0.9111421 0.9299718 0.9299718 483548 3907351 0.1237534 449686 43855 33862 3379948
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9833126 0.9720326 0.9948575 0.9948575 883031 3978798 0.2219341 878490 25276 4541 3070491
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 0.9692531 0.9782882 0.9603834 0.9603834 419294 3978798 0.1053821 402683 8937 16611 3550567
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 0.0434872 0.6475410 0.0224991 0.0224991 182585 3978798 0.0458895 4108 2236 178477 3793977
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 0.9774909 0.9650480 0.9902588 0.9902588 1658216 3978798 0.4167631 1642063 59472 16153 2261110
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 0.8295621 0.7250929 0.9692017 0.9692017 353753 3978798 0.0889095 342858 129989 10895 3495056
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 0.9291638 0.9284255 0.9299032 0.9299032 481919 3978798 0.1211218 448138 34548 33781 3462331
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9245120 0.9837045 0.8720389 0.8720389 888012 3615263 0.2456286 774381 12828 113631 2714423
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 2 CD19 CD19 0.9351172 0.9758581 0.8976417 0.8976417 388889 3615263 0.1075687 349083 8636 39806 3217738
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 0.3544042 0.3449816 0.3643559 0.3643559 118892 3615263 0.0328861 43319 82250 75573 3414121
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 4 CD4 CD4 0.9679295 0.9435796 0.9935695 0.9935695 1488835 3615263 0.4118193 1479261 88451 9574 2037977
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 0.7358693 0.8511334 0.6481007 0.6481007 263834 3615263 0.0729778 170991 29907 92843 3321522
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 0.7993407 0.7234829 0.8929694 0.8929694 466801 3615263 0.1291195 416839 159317 49962 2989145
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9587822 0.9579793 0.9595864 0.9595864 810693 3828528 0.2117506 777930 34123 32763 2983712
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 2 CD19 CD19 0.9799954 0.9751345 0.9849051 0.9849051 405500 3828528 0.1059154 399379 10184 6121 3412844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 0.1998885 0.3441256 0.1408518 0.1408518 170541 3828528 0.0445448 24021 45782 146520 3612205
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 0.9700087 0.9645883 0.9754904 0.9754904 1657186 3828528 0.4328520 1616569 59347 40617 2111995
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 0.8141154 0.7387591 0.9065912 0.9065912 352076 3828528 0.0919612 319189 112872 32887 3363580
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 0.8586061 0.8620075 0.8552315 0.8552315 432532 3828528 0.1129761 369915 59217 62617 3336779
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.9575791 0.9512128 0.9640312 0.9640312 861024 3629528 0.2372275 830054 42573 30970 2725931
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 2 CD19 CD19 0.9501815 0.9753403 0.9262879 0.9262879 390913 3629528 0.1077035 362098 9155 28815 3229460
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 0.3219981 0.4488136 0.2510594 0.2510594 128611 3629528 0.0354346 32289 39654 96322 3461263
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 4 CD4 CD4 0.9638913 0.9433163 0.9853838 0.9853838 1550880 3629528 0.4272952 1528212 91830 22668 1986818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 0.7980408 0.7898424 0.8064112 0.8064112 255991 3629528 0.0705301 206434 54927 49557 3318610
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 0.8118997 0.8211089 0.8028948 0.8028948 442109 3629528 0.1218090 354967 77335 87142 3110084
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.9291315 0.9724627 0.8894971 0.8894971 859896 3718230 0.2312649 764875 21659 95021 2836675
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 2 CD19 CD19 0.9688533 0.9642462 0.9735047 0.9735047 383992 3718230 0.1032728 373818 13861 10174 3320377
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 0.2837239 0.5915482 0.1866150 0.1866150 123093 3718230 0.0331053 22971 15861 100122 3579276
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 4 CD4 CD4 0.9699528 0.9501866 0.9905588 0.9905588 1616314 3718230 0.4346998 1601054 83935 15260 2017981
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 0.8450698 0.8148163 0.8776566 0.8776566 276484 3718230 0.0743590 242658 55149 33826 3386597
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 0.8101688 0.7605884 0.8666640 0.8666640 458451 3718230 0.1232982 397323 125066 61128 3134713
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8978136 0.9805601 0.8279457 0.8279457 821113 3792755 0.2164951 679837 13478 141276 2958164
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 2 CD19 CD19 0.8928231 0.9709350 0.8263436 0.8263436 402116 3792755 0.1060221 332286 9947 69830 3380692
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 0.2833268 0.4451704 0.2077855 0.2077855 152489 3792755 0.0402053 31685 39490 120804 3600776
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 4 CD4 CD4 0.9531564 0.9220457 0.9864399 0.9864399 1643495 3792755 0.4333249 1621209 137065 22286 2012195
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 0.7347428 0.6269440 0.8873099 0.8873099 322078 3792755 0.0849193 285783 170052 36295 3300625
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 0.7430990 0.7269915 0.7599366 0.7599366 451464 3792755 0.1190333 343084 128839 108380 3212452
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1964578 0.2392922 0.1666303 0.1666303 915398 3804850 0.2405871 152533 484901 762865 2404551
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 0.1304755 0.1073003 0.1664197 0.1664197 410288 3804850 0.1078329 68280 568065 342008 2826497
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3 CD3+ CD3+ 0.0634562 0.0391311 0.1677109 0.1677109 148112 3804850 0.0389272 24840 609950 123272 3046788
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 4 CD4 CD4 0.2325899 0.3930687 0.1651598 0.1651598 1497047 3804850 0.3934576 247252 381778 1249795 1926025
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 0.1171306 0.0904834 0.1660242 0.1660242 345016 3804850 0.0906780 57281 575774 287735 2884060
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 0.1445407 0.1279936 0.1660017 0.1660017 488989 3804850 0.1285173 81173 553023 407816 2762838
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1878153 0.2149555 0.1667602 0.1667602 850311 3956437 0.2149184 141798 517864 708513 2588262
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 2 CD19 CD19 0.1284215 0.1039581 0.1679414 0.1679414 410167 3956437 0.1036708 68884 593729 341283 2952541
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 0.0728570 0.0466034 0.1668516 0.1668516 184787 3956437 0.0467054 30832 630751 153955 3140899
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 4 CD4 CD4 0.2378556 0.4245202 0.1652111 0.1652111 1680825 3956437 0.4248330 277691 376438 1403134 1899174
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 0.1182682 0.0918781 0.1659276 0.1659276 364424 3956437 0.0921091 60468 597665 303956 2994348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 0.1375178 0.1172755 0.1662056 0.1662056 465923 3956437 0.1177633 77439 582878 388484 2907636
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1945023 0.2329712 0.1669372 0.1669372 901423 3871161 0.2328560 150481 495440 750942 2474298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 2 CD19 CD19 0.1294103 0.1052542 0.1679567 0.1679567 406331 3871161 0.1049636 68246 580146 338085 2884684
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 0.0718694 0.0457826 0.1670594 0.1670594 177410 3871161 0.0458286 29638 617726 147772 3076025
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 0.2368635 0.4065318 0.1671165 0.1671165 1569785 3871161 0.4055075 262337 382968 1307448 1918408
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 0.1136239 0.0863713 0.1660027 0.1660027 335115 3871161 0.0865671 55630 588450 279485 2947596
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 6 Ungated Ungated 0.1424639 0.1247698 0.1660060 0.1660060 481097 3871161 0.1242772 79865 560234 401232 2829830
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1921807 0.2269582 0.1666452 0.1666452 891283 3907351 0.2281042 148528 505901 742755 2510167
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 2 CD19 CD19 0.1254271 0.1002177 0.1675819 0.1675819 389869 3907351 0.0997783 65335 586596 324534 2930886
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 0.0687986 0.0433611 0.1664379 0.1664379 169715 3907351 0.0434348 28247 623189 141468 3114447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 0.2380220 0.4172684 0.1664989 0.1664989 1629182 3907351 0.4169531 271257 378821 1357925 1899348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 0.1153901 0.0880475 0.1673639 0.1673639 343754 3907351 0.0879762 57532 595888 286222 2967709
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 6 Ungated Ungated 0.1420001 0.1241407 0.1658615 0.1658615 483548 3907351 0.1237534 80202 565855 403346 2857948
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1891242 0.2214946 0.1650089 0.1650089 883031 3978798 0.2219341 145708 512132 737323 2583635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 0.1286167 0.1048351 0.1663534 0.1663534 419294 3978798 0.1053821 69751 595589 349543 2963915
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 0.0721317 0.0460167 0.1667826 0.1667826 182585 3978798 0.0458895 30452 631308 152133 3164905
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 0.2380033 0.4161619 0.1666574 0.1666574 1658216 3978798 0.4167631 276354 387700 1381862 1932882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5 CD8 CD8 0.1168220 0.0894182 0.1684452 0.1684452 353753 3978798 0.0889095 59588 606809 294165 3018236
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 0.1396947 0.1205866 0.1659989 0.1659989 481919 3978798 0.1211218 79998 583409 401921 2913470
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 1 /Granulocytes /Granulocytes 0.9999285 0.9998977 0.9999593 0.9999593 10045380 16665728 0.6027567 10044971 1028 409 6619320
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9510191 0.9618294 0.9404491 0.9404491 53534 16665728 0.0032122 50346 1998 3188 16610196
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9603113 0.9985246 0.9249151 0.9249151 51222 16665728 0.0030735 47376 70 3846 16614436
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9624724 0.9850647 0.9408932 0.9408932 66033 16665728 0.0039622 62130 942 3903 16598753
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9723399 0.9552348 0.9900688 0.9900688 102807 16665728 0.0061688 101786 4770 1021 16558151
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.8037022 0.8408730 0.7696785 0.7696785 7559 16665728 0.0004536 5818 1101 1741 16657068
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.7982987 0.9930556 0.6674075 0.6674075 8999 16665728 0.0005400 6006 42 2993 16656687
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9777381 0.9870125 0.9686365 0.9686365 50919 16665728 0.0030553 49322 649 1597 16614160
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8080210 0.9932557 0.6810165 0.6810165 24437 16665728 0.0014663 16642 113 7795 16641178
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9867705 0.9789409 0.9947264 0.9947264 634103 16665728 0.0380483 630759 13569 3344 16018056
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9950104 0.9917150 0.9983277 0.9983277 1043491 16665728 0.0626130 1041746 8703 1745 15613534
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9417913 0.9866823 0.9008073 0.9008073 50417 16665728 0.0030252 45416 613 5001 16614698
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9729178 0.9619971 0.9840892 0.9840892 94841 16665728 0.0056908 93332 3687 1509 16567200
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9580820 0.9585129 0.9576516 0.9576516 53414 16665728 0.0032050 51152 2214 2262 16610100
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9563377 0.9258811 0.9888662 0.9888662 44100 16665728 0.0026461 43609 3491 491 16618137
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9968281 0.9952124 0.9984491 0.9984491 146363 16665728 0.0087823 146136 703 227 16518662
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1287 16665728 0.0000772 0 0 1287 16664441
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9974819 0.9953775 0.9995952 0.9995952 1057277 16665728 0.0634402 1056849 4908 428 15603543
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9878789 0.9845042 0.9912768 0.9912768 146965 16665728 0.0088184 145683 2293 1282 16516470
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9972488 0.9958112 0.9986905 0.9986905 1386827 16665728 0.0832143 1385011 5826 1816 15273075
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0071779 0.9047619 0.0036033 0.0036033 5273 16665728 0.0003164 19 2 5254 16660453
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8623288 0.9587430 0.7835342 0.7835342 45051 16665728 0.0027032 35299 1519 9752 16619158
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9936978 0.9950543 0.9923449 0.9923449 477069 16665728 0.0286258 473417 2353 3652 16186306
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9948484 0.9921778 0.9975333 0.9975333 480394 16665728 0.0288253 479209 3778 1185 16181556
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9770656 0.9746028 0.9795409 0.9795409 98880 16665728 0.0059331 96857 2524 2023 16564324
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9942658 0.9929520 0.9955831 0.9955831 456650 16665728 0.0274005 454633 3227 2017 16205851
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9013785 0.9988027 0.8212710 0.8212710 29458 16665728 0.0017676 24193 29 5265 16636241
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 1 /Granulocytes /Granulocytes 0.9996266 0.9998407 0.9994125 0.9994125 10049130 16671781 0.6027628 10043226 1600 5904 6621051
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9391189 0.9831787 0.8988387 0.8988387 53647 16671781 0.0032178 48220 825 5427 16617309
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9849748 0.9910951 0.9789297 0.9789297 51162 16671781 0.0030688 50084 450 1078 16620169
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9745092 0.9836752 0.9655125 0.9655125 65966 16671781 0.0039567 63691 1057 2275 16604758
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9760888 0.9594465 0.9933186 0.9933186 102822 16671781 0.0061674 102135 4317 687 16564642
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7461232 0.9700232 0.6062005 0.6062005 7580 16671781 0.0004547 4595 142 2985 16664059
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9368585 0.9387436 0.9349811 0.9349811 8982 16671781 0.0005388 8398 548 584 16662251
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9615552 0.9902967 0.9344349 0.9344349 50896 16671781 0.0030528 47559 466 3337 16620419
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9180880 0.9847085 0.8599107 0.8599107 24413 16671781 0.0014643 20993 326 3420 16647042
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9909005 0.9873383 0.9944885 0.9944885 633948 16671781 0.0380252 630454 8085 3494 16029748
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9942176 0.9899843 0.9984873 0.9984873 1043190 16671781 0.0625722 1041612 10538 1578 15618053
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9149908 0.9940476 0.8475823 0.8475823 50834 16671781 0.0030491 43086 258 7748 16620689
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9784849 0.9793413 0.9776299 0.9776299 94993 16671781 0.0056978 92868 1959 2125 16574829
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0911717 1.0000000 0.0477632 0.0477632 2973 16671781 0.0001783 142 0 2831 16668808
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9614190 0.9357510 0.9885348 0.9885348 53379 16671781 0.0032018 52767 3623 612 16614779
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9526181 0.9270793 0.9796039 0.9796039 44126 16671781 0.0026467 43226 3400 900 16624255
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9962989 0.9943403 0.9982653 0.9982653 146426 16671781 0.0087829 146172 832 254 16524523
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1291 16671781 0.0000774 0 0 1291 16670490
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9968020 0.9946838 0.9989292 0.9989292 1058076 16671781 0.0634651 1056943 5649 1133 15608056
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9833931 0.9822065 0.9845825 0.9845825 147170 16671781 0.0088275 144901 2625 2269 16521986
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9971062 0.9948791 0.9993433 0.9993433 1387270 16671781 0.0832107 1386359 7136 911 15277375
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.2505378 0.9767742 0.1436978 0.1436978 5268 16671781 0.0003160 757 18 4511 16666495
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8688078 0.9490709 0.8010619 0.8010619 45014 16671781 0.0027000 36059 1935 8955 16624832
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9885219 0.9868828 0.9901665 0.9901665 477552 16671781 0.0286443 472856 6285 4696 16187944
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9922181 0.9910633 0.9933755 0.9933755 480489 16671781 0.0288205 477306 4304 3183 16186988
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9761662 0.9922807 0.9605667 0.9605667 99028 16671781 0.0059399 95123 740 3905 16572013
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9950606 0.9952971 0.9948242 0.9948242 456741 16671781 0.0273961 454377 2147 2364 16212893
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9600363 0.9849796 0.9363250 0.9363250 29415 16671781 0.0017644 27542 420 1873 16641946
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 1 /Granulocytes /Granulocytes 0.9999902 0.9999992 0.9999812 0.9999812 9667226 16028386 0.6031316 9667044 8 182 6361152
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9880217 0.9930280 0.9830657 0.9830657 51434 16028386 0.0032089 50563 355 871 15976597
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9951247 0.9974142 0.9928457 0.9928457 49341 16028386 0.0030784 48988 127 353 15978918
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9970790 0.9976493 0.9965093 0.9965093 63884 16028386 0.0039857 63661 150 223 15964352
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9954486 0.9917164 0.9992090 0.9992090 98608 16028386 0.0061521 98530 823 78 15928955
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9467098 0.9946816 0.9031522 0.9031522 7455 16028386 0.0004651 6733 36 722 16020895
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9643209 0.9658338 0.9628128 0.9628128 8632 16028386 0.0005385 8311 294 321 16019460
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9887484 0.9920421 0.9854765 0.9854765 48955 16028386 0.0030543 48244 387 711 15979044
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9878527 0.9977185 0.9781801 0.9781801 23694 16028386 0.0014783 23177 53 517 16004639
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9989497 0.9982799 0.9996203 0.9996203 608440 16028386 0.0379602 608209 1048 231 15418898
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9981392 0.9968969 0.9993846 0.9993846 999417 16028386 0.0623529 998802 3109 615 15025860
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9670824 0.9925185 0.9429175 0.9429175 49665 16028386 0.0030986 46830 353 2835 15978368
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9947687 0.9973473 0.9922033 0.9922033 91321 16028386 0.0056975 90609 241 712 15936824
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9859105 0.9992769 0.9728969 0.9728969 2841 16028386 0.0001772 2764 2 77 16025543
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9964413 0.9972527 0.9956311 0.9956311 51043 16028386 0.0031845 50820 140 223 15977203
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9917316 0.9930590 0.9904078 0.9904078 42326 16028386 0.0026407 41920 293 406 15985767
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9986432 0.9988703 0.9984163 0.9984163 140807 16028386 0.0087849 140584 159 223 15887420
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015949 1.0000000 0.0007981 0.0007981 1253 16028386 0.0000782 1 0 1252 16027133
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9997421 0.9996171 0.9998671 0.9998671 1015787 16028386 0.0633743 1015652 389 135 15012210
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9976530 0.9989138 0.9963954 0.9963954 141210 16028386 0.0088100 140701 153 509 15887023
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9996131 0.9994130 0.9998133 0.9998133 1333382 16028386 0.0831888 1333133 783 249 14694221
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.9333611 0.9940120 0.8796860 0.8796860 5095 16028386 0.0003179 4482 27 613 16023264
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9848824 0.9868372 0.9829352 0.9829352 43247 16028386 0.0026982 42509 567 738 15984572
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9972658 0.9982699 0.9962637 0.9962637 459282 16028386 0.0286543 457566 793 1716 15568311
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9988928 0.9985012 0.9992847 0.9992847 461350 16028386 0.0287833 461020 692 330 15566344
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9965063 0.9970895 0.9959238 0.9959238 94941 16028386 0.0059233 94554 276 387 15933169
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9993183 0.9991556 0.9994809 0.9994809 439245 16028386 0.0274042 439017 371 228 15588770
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9945584 0.9985149 0.9906332 0.9906332 28505 16028386 0.0017784 28238 42 267 15999839
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 1 /Granulocytes /Granulocytes 0.9999860 0.9999987 0.9999734 0.9999734 9748168 16163956 0.6030806 9747909 13 259 6415775
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9823193 0.9932590 0.9716181 0.9716181 51864 16163956 0.0032086 50392 342 1472 16111750
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9943560 0.9979329 0.9908046 0.9908046 49699 16163956 0.0030747 49242 102 457 16114155
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9954864 0.9973427 0.9936370 0.9936370 64592 16163956 0.0039961 64181 171 411 16099193
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9964985 0.9943696 0.9986365 0.9986365 99743 16163956 0.0061707 99607 564 136 16063649
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9671474 0.9835456 0.9512870 0.9512870 7226 16163956 0.0004470 6874 115 352 16156615
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9569838 0.9479283 0.9662139 0.9662139 8761 16163956 0.0005420 8465 465 296 16154730
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9867533 0.9924857 0.9810868 0.9810868 49542 16163956 0.0030650 48605 368 937 16114046
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9893216 0.9969681 0.9817914 0.9817914 23780 16163956 0.0014712 23347 71 433 16140105
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9988664 0.9981243 0.9996097 0.9996097 614859 16163956 0.0380389 614619 1155 240 15547942
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9974779 0.9958006 0.9991608 0.9991608 1012907 16163956 0.0626645 1012057 4268 850 15146781
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9575901 0.9972045 0.9210028 0.9210028 48027 16163956 0.0029712 44233 124 3794 16115805
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9936105 0.9961641 0.9910700 0.9910700 91713 16163956 0.0056739 90894 350 819 16071893
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9846588 0.9985694 0.9711304 0.9711304 2875 16163956 0.0001779 2792 4 83 16161077
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9945908 0.9944087 0.9947731 0.9947731 51847 16163956 0.0032076 51576 290 271 16111819
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9910837 0.9919088 0.9902599 0.9902599 42710 16163956 0.0026423 42294 345 416 16120901
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9985826 0.9985367 0.9986285 0.9986285 141450 16163956 0.0087510 141256 207 194 16022299
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1255 16163956 0.0000776 0 0 1255 16162701
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9996789 0.9995094 0.9998485 0.9998485 1022797 16163956 0.0632764 1022642 502 155 15140657
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9972684 0.9979877 0.9965502 0.9965502 142328 16163956 0.0088053 141837 286 491 16021342
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9995591 0.9993273 0.9997910 0.9997910 1344605 16163956 0.0831854 1344324 905 281 14818446
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8908858 0.9978433 0.8046377 0.8046377 5175 16163956 0.0003202 4164 9 1011 16158772
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9812449 0.9891666 0.9734491 0.9734491 43991 16163956 0.0027215 42823 469 1168 16119496
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9978450 0.9971676 0.9985234 0.9985234 461870 16163956 0.0285741 461188 1310 682 15700776
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9987135 0.9981695 0.9992580 0.9992580 464947 16163956 0.0287644 464602 852 345 15698157
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9962744 0.9973114 0.9952395 0.9952395 95789 16163956 0.0059261 95333 257 456 16067910
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9989840 0.9988442 0.9991239 0.9991239 442855 16163956 0.0273977 442467 512 388 15720589
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9942815 0.9969747 0.9916028 0.9916028 28581 16163956 0.0017682 28341 86 240 16135289
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 1 /Granulocytes /Granulocytes 0.9999827 0.9999997 0.9999657 0.9999657 9715414 16114380 0.6029034 9715081 3 333 6398963
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9897648 0.9928526 0.9866961 0.9866961 52090 16114380 0.0032325 51397 370 693 16061920
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9969114 0.9979999 0.9958253 0.9958253 49105 16114380 0.0030473 48900 98 205 16065177
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9973565 0.9970637 0.9976496 0.9976496 62967 16114380 0.0039075 62819 185 148 16051228
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9976621 0.9957446 0.9995869 0.9995869 99255 16114380 0.0061594 99214 424 41 16014701
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9657143 0.9905647 0.9420802 0.9420802 7355 16114380 0.0004564 6929 66 426 16106959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9741459 0.9736964 0.9745958 0.9745958 8660 16114380 0.0005374 8440 228 220 16105492
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9894262 0.9936615 0.9852269 0.9852269 49008 16114380 0.0030413 48284 308 724 16065064
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9952787 0.9979587 0.9926131 0.9926131 23149 16114380 0.0014365 22978 47 171 16091184
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9993593 0.9990165 0.9997024 0.9997024 611657 16114380 0.0379572 611475 602 182 15502121
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9979097 0.9963279 0.9994966 0.9994966 1007120 16114380 0.0624982 1006613 3710 507 15103550
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9610328 0.9953150 0.9290335 0.9290335 50080 16114380 0.0031078 46526 219 3554 16064081
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9951970 0.9971181 0.9932833 0.9932833 92307 16114380 0.0057282 91687 265 620 16021808
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9873284 0.9978655 0.9770115 0.9770115 2871 16114380 0.0001782 2805 6 66 16111503
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9966710 0.9972033 0.9961392 0.9961392 51544 16114380 0.0031986 51345 144 199 16062692
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9908347 0.9948326 0.9868689 0.9868689 42723 16114380 0.0026512 42162 219 561 16071438
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9986971 0.9987853 0.9986090 0.9986090 141624 16114380 0.0087887 141427 172 197 15972584
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1244 16114380 0.0000772 0 0 1244 16113136
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9997764 0.9997110 0.9998418 0.9998418 1024102 16114380 0.0635521 1023940 296 162 15089982
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9978764 0.9989037 0.9968511 0.9968511 142591 16114380 0.0088487 142142 156 449 15971633
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9997947 0.9997641 0.9998253 0.9998253 1339735 16114380 0.0831391 1339501 316 234 14774329
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.9580211 0.9944598 0.9241584 0.9241584 5050 16114380 0.0003134 4667 26 383 16109304
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9863746 0.9913999 0.9814001 0.9814001 43226 16114380 0.0026824 42422 368 804 16070786
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9982397 0.9980356 0.9984438 0.9984438 462035 16114380 0.0286722 461316 908 719 15651437
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9988644 0.9981774 0.9995523 0.9995523 464639 16114380 0.0288338 464431 848 208 15648893
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9964718 0.9968927 0.9960514 0.9960514 95983 16114380 0.0059564 95604 298 379 16018099
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9993297 0.9989751 0.9996846 0.9996846 440687 16114380 0.0273474 440548 452 139 15673241
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9958056 0.9967268 0.9948862 0.9948862 28159 16114380 0.0017474 28015 92 144 16086129
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 1 /Granulocytes /Granulocytes 0.9964768 0.9999560 0.9930218 0.9930218 9944552 16209847 0.6134883 9875157 435 69395 6264860
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6180401 0.9759085 0.4522125 0.4522125 37175 16209847 0.0022934 16811 415 20364 16172257
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9521316 0.9173593 0.9896439 0.9896439 51081 16209847 0.0031512 50552 4554 529 16154212
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9259632 0.9657627 0.8893141 0.8893141 52780 16209847 0.0032560 46938 1664 5842 16155403
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9025049 0.8590093 0.9506402 0.9506402 99109 16209847 0.0061141 94217 15464 4892 16095274
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.8593590 0.8178463 0.9053112 0.9053112 4161 16209847 0.0002567 3767 839 394 16204847
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.7425238 0.6444160 0.8758685 0.8758685 7484 16209847 0.0004617 6555 3617 929 16198746
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8773133 0.8635237 0.8915504 0.8915504 50807 16209847 0.0031343 45297 7159 5510 16151881
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0002427 0.0100334 0.0001228 0.0001228 24422 16209847 0.0015066 3 296 24419 16185129
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9729564 0.9566089 0.9898724 0.9898724 633810 16209847 0.0391003 627391 28458 6419 15547579
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9447658 0.9302070 0.9597875 0.9597875 1035127 16209847 0.0638579 993502 74542 41625 15100178
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.6286488 0.4815768 0.9050471 0.9050471 38240 16209847 0.0023591 34609 37257 3631 16134350
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8922203 0.9498569 0.8411783 0.8411783 38666 16209847 0.0023853 32525 1717 6141 16169464
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 656 16209847 0.0000405 0 0 656 16209191
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9236714 0.8698264 0.9846228 0.9846228 50009 16209847 0.0030851 49240 7369 769 16152469
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9199910 0.8572739 0.9926090 0.9926090 43296 16209847 0.0026710 42976 7155 320 16159396
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9947327 0.9896277 0.9998906 0.9998906 146281 16209847 0.0090242 146265 1533 16 16062033
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0029579 0.0014990 0.1104735 0.1104735 697 16209847 0.0000430 77 51290 620 16157860
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9774377 0.9897888 0.9653911 0.9653911 1020632 16209847 0.0629637 985309 10165 35323 15179050
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9693244 0.9477382 0.9919168 0.9919168 146477 16209847 0.0090363 145293 8012 1184 16055358
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9705702 0.9589157 0.9825116 0.9825116 1375023 16209847 0.0848264 1350976 57882 24047 14776942
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0034436 0.0032725 0.0036336 0.0036336 5229 16209847 0.0003226 19 5787 5210 16198831
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0976039 0.8606285 0.0517356 0.0517356 44998 16209847 0.0027760 2328 377 42670 16164472
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9910452 0.9986204 0.9835840 0.9835840 443775 16209847 0.0273769 436490 603 7285 15765469
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9728345 0.9930983 0.9533811 0.9533811 393467 16209847 0.0242733 375124 2607 18343 15813773
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.6653342 0.9943798 0.4999110 0.4999110 84233 16209847 0.0051964 42109 238 42124 16125376
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9711073 0.9675995 0.9746407 0.9746407 408962 16209847 0.0252292 398591 13347 10371 15787538
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.3677768 0.2698214 0.5773922 0.5773922 28698 16209847 0.0017704 16570 44841 12128 16136308
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 1 /Granulocytes /Granulocytes 0.9989359 0.9998839 0.9979898 0.9979898 9959077 16287863 0.6114416 9939057 1154 20020 6327632
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.4430588 0.8107817 0.3048134 0.3048134 29605 16287863 0.0018176 9024 2106 20581 16256152
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9608851 0.9398548 0.9828780 0.9828780 50987 16287863 0.0031304 50114 3207 873 16233669
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9568672 0.9350647 0.9797105 0.9797105 65157 16287863 0.0040003 63835 4433 1322 16218273
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8995580 0.8923353 0.9068986 0.9068986 90439 16287863 0.0055525 82019 9896 8420 16187528
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6054649 0.4749422 0.8349146 0.8349146 3689 16287863 0.0002265 3080 3405 609 16280769
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8944058 0.8540169 0.9388044 0.9388044 8481 16287863 0.0005207 7962 1361 519 16278021
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8641618 0.9374769 0.8014822 0.8014822 50736 16287863 0.0031150 40664 2712 10072 16234415
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0226808 0.3834688 0.0116860 0.0116860 24217 16287863 0.0014868 283 455 23934 16263191
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9722830 0.9538261 0.9914683 0.9914683 630592 16287863 0.0387155 625212 30266 5380 15627005
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9588492 0.9707299 0.9472557 0.9472557 985529 16287863 0.0605070 933548 28149 51981 15274185
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4133716 0.3783664 0.4555143 0.4555143 48701 16287863 0.0029900 22184 36447 26517 16202715
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8540207 0.9229036 0.7947061 0.7947061 51531 16287863 0.0031638 40952 3421 10579 16232911
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8861106 0.8804348 0.8918600 0.8918600 2543 16287863 0.0001561 2268 308 275 16285012
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8819711 0.7966075 0.9878253 0.9878253 50679 16287863 0.0031115 50062 12782 617 16224402
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9375683 0.8891122 0.9916104 0.9916104 43268 16287863 0.0026565 42905 5351 363 16239244
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9742375 0.9503303 0.9993785 0.9993785 144812 16287863 0.0088908 144722 7564 90 16135487
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0151430 0.0078010 0.2574153 0.2574153 944 16287863 0.0000580 243 30907 701 16256012
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9833588 0.9845828 0.9821377 0.9821377 1050986 16287863 0.0645257 1032213 16163 18773 15220714
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9772662 0.9754856 0.9790532 0.9790532 145464 16287863 0.0089308 142417 3579 3047 16138820
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9707422 0.9622481 0.9793875 0.9793875 1376395 16287863 0.0845043 1348024 52887 28371 14858581
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0341707 0.0221409 0.0748260 0.0748260 5172 16287863 0.0003175 387 17092 4785 16265599
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0647169 0.9528962 0.0334959 0.0334959 44692 16287863 0.0027439 1497 74 43195 16243097
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9871766 0.9890156 0.9853445 0.9853445 463375 16287863 0.0284491 456584 5071 6791 15819417
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9717689 0.9913362 0.9529591 0.9529591 423610 16287863 0.0260077 403683 3528 19927 15860725
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8871187 0.9500886 0.8319769 0.8319769 87607 16287863 0.0053787 72887 3829 14720 16196427
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9562166 0.9289244 0.9851610 0.9851610 425904 16287863 0.0261485 419584 32104 6320 15829855
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.1322527 0.1282652 0.1364961 0.1364961 23671 16287863 0.0014533 3231 21959 20440 16242233
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 1 /Granulocytes /Granulocytes 0.9987110 0.9997664 0.9976580 0.9976580 9603139 15674629 0.6126549 9580648 2239 22491 6069251
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.3514293 0.9943335 0.2134314 0.2134314 34531 15674629 0.0022030 7370 42 27161 15640056
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9517244 0.9315340 0.9728094 0.9728094 49245 15674629 0.0031417 47906 3521 1339 15621863
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9366981 0.9303640 0.9431190 0.9431190 63167 15674629 0.0040299 59574 4459 3593 15607003
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8794773 0.8494296 0.9117288 0.9117288 97597 15674629 0.0062264 88982 15773 8615 15561259
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5940424 0.4631837 0.8279570 0.8279570 5022 15674629 0.0003204 4158 4819 864 15664788
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8487136 0.8602608 0.8374724 0.8374724 7248 15674629 0.0004624 6070 986 1178 15666395
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8078472 0.7111989 0.9348946 0.9348946 48936 15674629 0.0031220 45750 18578 3186 15607115
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.5356160 0.8084234 0.4004737 0.4004737 17734 15674629 0.0011314 7102 1683 10632 15655212
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9796660 0.9665725 0.9931191 0.9931191 593818 15674629 0.0378840 589732 20395 4086 15060416
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9727845 0.9814374 0.9642829 0.9642829 987875 15674629 0.0630238 952591 18017 35284 14668737
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.6559218 0.5347581 0.8480761 0.8480761 44700 15674629 0.0028517 37909 32981 6791 15596948
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8730350 0.8712089 0.8748687 0.8748687 51418 15674629 0.0032803 44984 6650 6434 15616561
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9352369 0.9592530 0.9123940 0.9123940 2477 15674629 0.0001580 2260 96 217 15672056
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9145740 0.8484943 0.9918154 0.9918154 43863 15674629 0.0027983 43504 7768 359 15622998
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9353490 0.8859793 0.9905456 0.9905456 41568 15674629 0.0026519 41175 5299 393 15627762
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9942898 0.9891114 0.9995228 0.9995228 140413 15674629 0.0089580 140346 1545 67 15532671
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0178272 0.0091896 0.2967742 0.2967742 930 15674629 0.0000593 276 29758 654 15643941
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9822565 0.9864407 0.9781078 0.9781078 1010130 15674629 0.0644436 988016 13581 22114 14650918
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9601986 0.9303035 0.9920788 0.9920788 140761 15674629 0.0089802 139646 10462 1115 15523406
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9785254 0.9698870 0.9873191 0.9873191 1303376 15674629 0.0831520 1286848 39954 16528 14331299
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0022164 0.0036815 0.0015854 0.0015854 5046 15674629 0.0003219 8 2165 5038 15667418
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0825357 0.8936893 0.0432657 0.0432657 42551 15674629 0.0027146 1841 219 40710 15631859
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9892959 0.9957997 0.9828765 0.9828765 444068 15674629 0.0283304 436464 1841 7604 15228720
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9820639 0.9924690 0.9718747 0.9718747 396760 15674629 0.0253122 385601 2926 11159 15274943
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9378028 0.9959712 0.8860539 0.8860539 75053 15674629 0.0047882 66501 269 8552 15599307
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9596078 0.9586703 0.9605472 0.9605472 398907 15674629 0.0254492 383169 16519 15738 15259203
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.3560070 0.4114091 0.3137554 0.3137554 24296 15674629 0.0015500 7623 10906 16673 15639427
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 1 /Granulocytes /Granulocytes 0.9993665 0.9998357 0.9988978 0.9988978 9660187 15734492 0.6139497 9649540 1586 10647 6072719
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.4554566 0.9941719 0.2953917 0.2953917 38691 15734492 0.0024590 11429 67 27262 15695734
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9585463 0.9398969 0.9779508 0.9779508 49571 15734492 0.0031505 48478 3100 1093 15681821
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9447101 0.9304039 0.9594631 0.9594631 63843 15734492 0.0040575 61255 4582 2588 15666067
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8995711 0.8816346 0.9182526 0.9182526 95367 15734492 0.0060610 87571 11757 7796 15627368
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7126459 0.7163837 0.7089468 0.7089468 5298 15734492 0.0003367 3756 1487 1542 15727707
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8503819 0.8500341 0.8507300 0.8507300 7329 15734492 0.0004658 6235 1100 1094 15726063
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9016072 0.9318118 0.8732992 0.8732992 49463 15734492 0.0031436 43196 3161 6267 15681868
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.5341959 0.7993141 0.4011437 0.4011437 18011 15734492 0.0011447 7225 1814 10786 15714667
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9789924 0.9663819 0.9919364 0.9919364 601094 15734492 0.0382023 596247 20742 4847 15112656
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9562684 0.9407438 0.9723140 0.9723140 975005 15734492 0.0619661 948011 59714 26994 14699773
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4351775 0.4685062 0.4062757 0.4062757 43756 15734492 0.0027809 17777 20167 25979 15670569
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7719888 0.7511794 0.7939840 0.7939840 43118 15734492 0.0027403 34235 11340 8883 15680034
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.3259874 0.2003927 0.8733600 0.8733600 1753 15734492 0.0001114 1531 6109 222 15726630
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9271743 0.8741199 0.9870851 0.9870851 47542 15734492 0.0030215 46928 6758 614 15680192
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9260676 0.8686837 0.9915691 0.9915691 41870 15734492 0.0026610 41517 6276 353 15686346
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9940429 0.9885165 0.9996313 0.9996313 141054 15734492 0.0089646 141002 1638 52 15591800
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0081007 0.0043217 0.0645161 0.0645161 713 15734492 0.0000453 46 10598 667 15723181
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9822941 0.9889172 0.9757592 0.9757592 1010031 15734492 0.0641922 985547 11045 24484 14713416
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9682900 0.9451989 0.9925376 0.9925376 141644 15734492 0.0090021 140587 8151 1057 15584697
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9737677 0.9646704 0.9830382 0.9830382 1327749 15734492 0.0843846 1305228 47802 22521 14358941
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0016174 0.0019808 0.0013667 0.0013667 5122 15734492 0.0003255 7 3527 5115 15725843
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.1016292 0.8318297 0.0541207 0.0541207 42590 15734492 0.0027068 2305 466 40285 15691436
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9881599 0.9977683 0.9787348 0.9787348 442177 15734492 0.0281024 432774 968 9403 15291347
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9869956 0.9968503 0.9773339 0.9773339 379200 15734492 0.0240999 370605 1171 8595 15354121
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8475779 0.9920941 0.7398112 0.7398112 83793 15734492 0.0053254 61991 494 21802 15650205
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9791781 0.9677340 0.9908961 0.9908961 390820 15734492 0.0248384 387262 12912 3558 15330760
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.5144309 0.4427318 0.6138407 0.6138407 27701 15734492 0.0017605 17004 21403 10697 15685388
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 1 /Granulocytes /Granulocytes 0.9965344 0.9999787 0.9931138 0.9931138 9463844 15536797 0.6091245 9398674 200 65170 6072753
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6345824 0.8787413 0.4966013 0.4966013 37956 15536797 0.0024430 18849 2601 19107 15496240
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9358847 0.8937047 0.9822434 0.9822434 48996 15536797 0.0031535 48126 5724 870 15482077
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9454740 0.9242266 0.9677212 0.9677212 62239 15536797 0.0040059 60230 4938 2009 15469620
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8976918 0.8951343 0.9002638 0.9002638 97026 15536797 0.0062449 87349 10233 9677 15429538
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.4506170 0.2983591 0.9202230 0.9202230 4663 15536797 0.0003001 4291 10091 372 15522043
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.7662142 0.7969520 0.7377593 0.7377593 7230 15536797 0.0004653 5334 1359 1896 15528208
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7922045 0.8492817 0.7423161 0.7423161 48901 15536797 0.0031474 36300 6442 12601 15481454
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.5033782 0.7698206 0.3739504 0.3739504 15839 15536797 0.0010195 5923 1771 9916 15519187
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9798998 0.9684676 0.9916051 0.9916051 595959 15536797 0.0383579 590956 19241 5003 14921597
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9069212 0.9655935 0.8549707 0.8549707 910692 15536797 0.0586152 778615 27744 132077 14598361
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.3163975 0.2044685 0.6990891 0.6990891 47755 15536797 0.0030737 33385 129892 14370 15359150
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8669715 0.8756224 0.8584898 0.8584898 50802 15536797 0.0032698 43613 6195 7189 15479800
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8793893 0.8604353 0.8991971 0.8991971 2242 15536797 0.0001443 2016 327 226 15534228
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8753015 0.7841476 0.9904357 0.9904357 46527 15536797 0.0029946 46082 12685 445 15477585
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9285850 0.8694270 0.9963812 0.9963812 41727 15536797 0.0026857 41576 6244 151 15488826
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9944328 0.9893363 0.9995821 0.9995821 141171 15536797 0.0090862 141112 1521 59 15394105
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0109764 0.0057585 0.1169306 0.1169306 821 15536797 0.0000528 96 16575 725 15519401
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9840848 0.9845129 0.9836570 0.9836570 1015665 15536797 0.0653716 999066 15716 16599 14505416
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9686382 0.9585106 0.9789821 0.9789821 141308 15536797 0.0090951 138338 5988 2970 15389501
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9786160 0.9660468 0.9915166 0.9915166 1302785 15536797 0.0838516 1291733 45400 11052 14188612
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.1178986 0.0849356 0.1926741 0.1926741 4723 15536797 0.0003040 910 9804 3813 15522270
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0428999 0.5053022 0.0224009 0.0224009 42543 15536797 0.0027382 953 933 41590 15493321
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9865438 0.9876740 0.9854163 0.9854163 447965 15536797 0.0288325 441432 5509 6533 15083323
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9417349 0.9903433 0.8976748 0.8976748 436530 15536797 0.0280965 391862 3821 44668 15096446
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8918641 0.9697380 0.8255676 0.8255676 84967 15536797 0.0054688 70146 2189 14821 15449641
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9389731 0.9127903 0.9667024 0.9667024 416877 15536797 0.0268316 402996 38503 13881 15081417
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.4689748 0.3136265 0.9292691 0.9292691 19044 15536797 0.0012257 17697 38730 1347 15479023
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1 /Granulocytes /Granulocytes 0.9992598 0.9992319 0.9992877 0.9992877 10045380 16665728 0.6027567 10038225 7716 7155 6612632
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8646483 0.8114302 0.9253372 0.9253372 53534 16665728 0.0032122 49537 11512 3997 16600682
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9298398 0.9174362 0.9425833 0.9425833 51222 16665728 0.0030735 48281 4345 2941 16610161
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9672061 0.9891401 0.9462239 0.9462239 66033 16665728 0.0039622 62482 686 3551 16599009
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9215153 0.9380523 0.9055512 0.9055512 102807 16665728 0.0061688 93097 6148 9710 16556773
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5822891 0.4836030 0.7315783 0.7315783 7559 16665728 0.0004536 5530 5905 2029 16652264
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.6474802 0.7367451 0.5775086 0.5775086 8999 16665728 0.0005400 5197 1857 3802 16654872
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9623279 0.9592016 0.9654746 0.9654746 50919 16665728 0.0030553 49161 2091 1758 16612718
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7440982 0.7723910 0.7178050 0.7178050 24437 16665728 0.0014663 17541 5169 6896 16636122
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9830545 0.9829359 0.9831731 0.9831731 634103 16665728 0.0380483 623433 10823 10670 16020802
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9813147 0.9825752 0.9800573 0.9800573 1043491 16665728 0.0626130 1022681 18136 20810 15604101
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.7035949 0.9735006 0.5508658 0.5508658 50417 16665728 0.0030252 27773 756 22644 16614555
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9304677 0.9092592 0.9526892 0.9526892 94841 16665728 0.0056908 90354 9017 4487 16561870
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8038391 0.6794792 0.9839181 0.9839181 53414 16665728 0.0032050 52555 24791 859 16587523
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9467349 0.9087364 0.9880499 0.9880499 44100 16665728 0.0026461 43573 4376 527 16617252
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9980662 0.9981822 0.9979503 0.9979503 146363 16665728 0.0087823 146063 266 300 16519099
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015129 0.0285714 0.0007770 0.0007770 1287 16665728 0.0000772 1 34 1286 16664407
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9727077 0.9907856 0.9552776 0.9552776 1057277 16665728 0.0634402 1009993 9393 47284 15599058
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9730406 0.9773994 0.9687204 0.9687204 146965 16665728 0.0088184 142368 3292 4597 16515471
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9800424 0.9641716 0.9964444 0.9964444 1386827 16665728 0.0832143 1381896 51351 4931 15227550
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.6299743 0.6589356 0.6034515 0.6034515 5273 16665728 0.0003164 3182 1647 2091 16658808
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8193553 0.9803055 0.7038024 0.7038024 45051 16665728 0.0027032 31707 637 13344 16620040
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9758447 0.9706298 0.9811159 0.9811159 477069 16665728 0.0286258 468060 14163 9009 16174496
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9702445 0.9709484 0.9695417 0.9695417 480394 16665728 0.0288253 465762 13936 14632 16171398
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9423559 0.9300940 0.9549454 0.9549454 98880 16665728 0.0059331 94425 7097 4455 16559751
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9731974 0.9800429 0.9664470 0.9664470 456650 16665728 0.0274005 441328 8987 15322 16200091
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8440457 0.8758762 0.8144477 0.8144477 29458 16665728 0.0017676 23992 3400 5466 16632870
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1 /Granulocytes /Granulocytes 0.9991665 0.9989745 0.9993586 0.9993586 10049130 16671781 0.6027628 10042684 10309 6446 6612342
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8394240 0.9182350 0.7730721 0.7730721 53647 16671781 0.0032178 41473 3693 12174 16614441
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9051285 0.9690393 0.8491263 0.8491263 51162 16671781 0.0030688 43443 1388 7719 16619231
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9733475 0.9912303 0.9560986 0.9560986 65966 16671781 0.0039567 63070 558 2896 16605257
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9033018 0.8317523 0.9883196 0.9883196 102822 16671781 0.0061674 101621 20556 1201 16548403
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6169975 0.7069347 0.5473615 0.5473615 7580 16671781 0.0004547 4149 1720 3431 16662481
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8569899 0.8254771 0.8910042 0.8910042 8982 16671781 0.0005388 8003 1692 979 16661107
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9646222 0.9646696 0.9645748 0.9645748 50896 16671781 0.0030528 49093 1798 1803 16619087
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7534887 0.7107117 0.8017450 0.8017450 24413 16671781 0.0014643 19573 7967 4840 16639401
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9831745 0.9809267 0.9854326 0.9854326 633948 16671781 0.0380252 624713 12147 9235 16025686
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9794042 0.9652533 0.9939762 0.9939762 1043190 16671781 0.0625722 1036906 37326 6284 15591265
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4480452 0.6402646 0.3445922 0.3445922 50834 16671781 0.0030491 17517 9842 33317 16611105
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9002948 0.9670136 0.8421884 0.8421884 94993 16671781 0.0056978 80002 2729 14991 16574059
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8447348 0.9852084 0.7393206 0.7393206 2973 16671781 0.0001783 2198 33 775 16668775
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9180232 0.8996637 0.9371476 0.9371476 53379 16671781 0.0032018 50024 5579 3355 16612823
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9655882 0.9528685 0.9786520 0.9786520 44126 16671781 0.0026467 43184 2136 942 16625519
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9969814 0.9969746 0.9969882 0.9969882 146426 16671781 0.0087829 145985 443 441 16524912
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0282686 0.0589681 0.0185902 0.0185902 1291 16671781 0.0000774 24 383 1267 16670107
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9791098 0.9839388 0.9743279 0.9743279 1058076 16671781 0.0634651 1030913 16828 27163 15596877
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9509494 0.9137646 0.9912890 0.9912890 147170 16671781 0.0088275 145888 13768 1282 16510843
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9866442 0.9867805 0.9865080 0.9865080 1387270 16671781 0.0832107 1368553 18334 18717 15266177
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.5331926 0.8748376 0.3834472 0.3834472 5268 16671781 0.0003160 2020 289 3248 16666224
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8797714 0.8840339 0.8755498 0.8755498 45014 16671781 0.0027000 39412 5170 5602 16621597
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9733704 0.9891367 0.9580988 0.9580988 477552 16671781 0.0286443 457542 5025 20010 16189204
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9647774 0.9741377 0.9555952 0.9555952 480489 16671781 0.0288205 459153 12190 21336 16179102
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9223804 0.8809349 0.9679182 0.9679182 99028 16671781 0.0059399 95851 12955 3177 16559798
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9692628 0.9485717 0.9908767 0.9908767 456741 16671781 0.0273961 452574 24537 4167 16190503
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7082387 0.9734808 0.5565868 0.5565868 29415 16671781 0.0017644 16372 446 13043 16641920
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1 /Granulocytes /Granulocytes 0.9995828 0.9994004 0.9997654 0.9997654 9667226 16028386 0.6031316 9664958 5799 2268 6355361
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8917560 0.8259962 0.9688922 0.9688922 51434 16028386 0.0032089 49834 10498 1600 15966454
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9454438 0.9885012 0.9059808 0.9059808 49341 16028386 0.0030784 44702 520 4639 15978525
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9888639 0.9880603 0.9896688 0.9896688 63884 16028386 0.0039857 63224 764 660 15963738
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9266174 0.9452127 0.9087397 0.9087397 98608 16028386 0.0061521 89609 5194 8999 15924584
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7078235 0.8601305 0.6013414 0.6013414 7455 16028386 0.0004651 4483 729 2972 16020202
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9422192 0.9245178 0.9606117 0.9606117 8632 16028386 0.0005385 8292 677 340 16019077
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9817605 0.9844321 0.9791033 0.9791033 48955 16028386 0.0030543 47932 758 1023 15978673
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8339601 0.9893975 0.7207310 0.7207310 23694 16028386 0.0014783 17077 183 6617 16004509
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9917639 0.9871895 0.9963809 0.9963809 608440 16028386 0.0379602 606238 7867 2202 15412079
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9922738 0.9933943 0.9911558 0.9911558 999417 16028386 0.0623529 990578 6587 8839 15022382
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.8728166 0.8428405 0.9050035 0.9050035 49665 16028386 0.0030986 44947 8381 4718 15970340
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9632078 0.9563969 0.9701164 0.9701164 91321 16028386 0.0056975 88592 4039 2729 15933026
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9419489 0.9250085 0.9595213 0.9595213 2841 16028386 0.0001772 2726 221 115 16025324
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9582365 0.9897275 0.9286876 0.9286876 51043 16028386 0.0031845 47403 492 3640 15976851
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9841428 0.9851329 0.9831546 0.9831546 42326 16028386 0.0026407 41613 628 713 15985432
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9977360 0.9970638 0.9984092 0.9984092 140807 16028386 0.0087849 140583 414 224 15887165
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1253 16028386 0.0000782 0 0 1253 16027133
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9725990 0.9616871 0.9837614 0.9837614 1015787 16028386 0.0633743 999292 39811 16495 14972788
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9410000 0.8922405 0.9953969 0.9953969 141210 16028386 0.0088100 140560 16976 650 15870200
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9838836 0.9985372 0.9696539 0.9696539 1333382 16028386 0.0831888 1292919 1894 40463 14693110
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7648090 0.7593345 0.7703631 0.7703631 5095 16028386 0.0003179 3925 1244 1170 16022047
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9099573 0.9790135 0.8500012 0.8500012 43247 16028386 0.0026982 36760 788 6487 15984351
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9861879 0.9857449 0.9866313 0.9866313 459282 16028386 0.0286543 453142 6553 6140 15562551
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9756405 0.9753151 0.9759662 0.9759662 461350 16028386 0.0287833 450262 11396 11088 15555640
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9338505 0.8834816 0.9903098 0.9903098 94941 16028386 0.0059233 94021 12400 920 15921045
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9849340 0.9900715 0.9798495 0.9798495 439245 16028386 0.0274042 430394 4316 8851 15584825
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8874777 0.9458537 0.8358884 0.8358884 28505 16028386 0.0017784 23827 1364 4678 15998517
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1 /Granulocytes /Granulocytes 0.9994168 0.9993603 0.9994733 0.9994733 9748168 16163956 0.6030806 9743034 6237 5134 6409551
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8998435 0.9806669 0.8313281 0.8313281 51864 16163956 0.0032086 43116 850 8748 16111242
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9541052 0.9680653 0.9405421 0.9405421 49699 16163956 0.0030747 46744 1542 2955 16112715
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9900401 0.9874784 0.9926152 0.9926152 64592 16163956 0.0039961 64115 813 477 16098551
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9467187 0.9074219 0.9895732 0.9895732 99743 16163956 0.0061707 98703 10070 1040 16054143
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7389498 0.8137793 0.6767229 0.6767229 7226 16163956 0.0004470 4890 1119 2336 16155611
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9223645 0.8823223 0.9662139 0.9662139 8761 16163956 0.0005420 8465 1129 296 16154066
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9796333 0.9850411 0.9742844 0.9742844 49542 16163956 0.0030650 48268 733 1274 16113681
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8691846 0.8828122 0.8559714 0.8559714 23780 16163956 0.0014712 20355 2702 3425 16137474
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9920929 0.9905159 0.9936750 0.9936750 614859 16163956 0.0380389 610970 5850 3889 15543247
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9935835 0.9911195 0.9960599 0.9960599 1012907 16163956 0.0626645 1008916 9040 3991 15142009
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.8792041 0.8663985 0.8923939 0.8923939 48027 16163956 0.0029712 42859 6609 5168 16109320
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9569957 0.9716373 0.9427889 0.9427889 91713 16163956 0.0056739 86466 2524 5247 16069719
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8181635 0.9745192 0.7050435 0.7050435 2875 16163956 0.0001779 2027 53 848 16161028
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9541025 0.9772874 0.9319922 0.9319922 51847 16163956 0.0032076 48321 1123 3526 16110986
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9843889 0.9840204 0.9847577 0.9847577 42710 16163956 0.0026423 42059 683 651 16120563
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9967406 0.9990128 0.9944786 0.9944786 141450 16163956 0.0087510 140669 139 781 16022367
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA 0.0000000 0.0000000 0.0000000 1255 16163956 0.0000776 0 10 1255 16162691
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9841340 0.9731782 0.9953393 0.9953393 1022797 16163956 0.0632764 1018030 28058 4767 15113101
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9774552 0.9865315 0.9685445 0.9685445 142328 16163956 0.0088053 137851 1882 4477 16019746
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9883684 0.9961976 0.9806612 0.9806612 1344605 16163956 0.0831854 1318602 5033 26003 14814318
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8245330 0.9344102 0.7377778 0.7377778 5175 16163956 0.0003202 3818 268 1357 16158513
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8904509 0.8115706 0.9863154 0.9863154 43991 16163956 0.0027215 43389 10074 602 16109891
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9755079 0.9980790 0.9539351 0.9539351 461870 16163956 0.0285741 440594 848 21276 15701238
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9727311 0.9561035 0.9899472 0.9899472 464947 16163956 0.0287644 460273 21132 4674 15677877
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9519235 0.9490883 0.9547756 0.9547756 95789 16163956 0.0059261 91457 4906 4332 16063261
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9809102 0.9845339 0.9773131 0.9773131 442855 16163956 0.0273977 432808 6799 10047 15714302
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8898617 0.9171215 0.8641755 0.8641755 28581 16163956 0.0017682 24699 2232 3882 16133143
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1 /Granulocytes /Granulocytes 0.9995203 0.9991468 0.9998940 0.9998940 9715414 16114380 0.6029034 9714384 8295 1030 6390671
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9291023 0.9367901 0.9215396 0.9215396 52090 16114380 0.0032325 48003 3239 4087 16059051
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9630725 0.9780367 0.9485592 0.9485592 49105 16114380 0.0030473 46579 1046 2526 16064229
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9868270 0.9977275 0.9761621 0.9761621 62967 16114380 0.0039075 61466 140 1501 16051273
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9541522 0.9352492 0.9738351 0.9738351 99255 16114380 0.0061594 96658 6692 2597 16008433
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6803018 0.6628402 0.6987084 0.6987084 7355 16114380 0.0004564 5139 2614 2216 16104411
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8741407 0.9526015 0.8076212 0.8076212 8660 16114380 0.0005374 6994 348 1666 16105372
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9829216 0.9846626 0.9811867 0.9811867 49008 16114380 0.0030413 48086 749 922 16064623
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9055243 0.9531198 0.8624563 0.8624563 23149 16114380 0.0014365 19965 982 3184 16090249
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9937742 0.9913209 0.9962397 0.9962397 611657 16114380 0.0379572 609357 5335 2300 15497388
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9868021 0.9763313 0.9974998 0.9974998 1007120 16114380 0.0624982 1004602 24354 2518 15082906
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.6753800 0.9775264 0.5159145 0.5159145 50080 16114380 0.0031078 25837 594 24243 16063706
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9588176 0.9507397 0.9670339 0.9670339 92307 16114380 0.0057282 89264 4625 3043 16017448
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9068441 0.9983257 0.8307210 0.8307210 2871 16114380 0.0001782 2385 4 486 16111505
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9603952 0.9665376 0.9543303 0.9543303 51544 16114380 0.0031986 49190 1703 2354 16061133
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9821590 0.9869995 0.9773658 0.9773658 42723 16114380 0.0026512 41756 550 967 16071107
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9982934 0.9991018 0.9974863 0.9974863 141624 16114380 0.0087887 141268 127 356 15972629
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1244 16114380 0.0000772 0 0 1244 16113136
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9882714 0.9881754 0.9883674 0.9883674 1024102 16114380 0.0635521 1012189 12112 11913 15078166
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9754954 0.9943835 0.9573115 0.9573115 142591 16114380 0.0088487 136504 771 6087 15971018
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9927030 0.9915874 0.9938212 0.9938212 1339735 16114380 0.0831391 1331457 11296 8278 14763349
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8585387 0.9257902 0.8003960 0.8003960 5050 16114380 0.0003134 4042 324 1008 16109006
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9319493 0.9387190 0.9252765 0.9252765 43226 16114380 0.0026824 39996 2611 3230 16068543
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9870803 0.9868070 0.9873538 0.9873538 462035 16114380 0.0286722 456192 6099 5843 15646246
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9789400 0.9837708 0.9741563 0.9741563 464639 16114380 0.0288338 452631 7467 12008 15642274
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9378425 0.9936116 0.8880010 0.8880010 95983 16114380 0.0059564 85233 548 10750 16017849
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9833970 0.9741925 0.9927772 0.9927772 440687 16114380 0.0273474 437504 11590 3183 15662103
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8650455 0.7962609 0.9468376 0.9468376 28159 16114380 0.0017474 26662 6822 1497 16079399
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 1 /Granulocytes /Granulocytes 0.9845501 0.9993503 0.9701819 0.9701819 10013960 16462252 0.6082983 9715363 6316 298597 6441976
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.5107764 0.6218116 0.4333876 0.4333876 51019 16462252 0.0030992 22111 13448 28908 16397785
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.7371009 0.6332994 0.8816002 0.8816002 50169 16462252 0.0030475 44229 25610 5940 16386473
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.7793264 0.6685691 0.9340669 0.9340669 65339 16462252 0.0039690 61031 30255 4308 16366658
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8313787 0.7558824 0.9236293 0.9236293 100274 16462252 0.0060911 92616 29911 7658 16332067
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5389307 0.4086278 0.7912411 0.7912411 7147 16462252 0.0004341 5655 8184 1492 16446921
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8009873 0.6788038 0.9768116 0.9768116 8970 16462252 0.0005449 8762 4146 208 16449136
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.6478767 0.8041527 0.5424575 0.5424575 49049 16462252 0.0029795 26607 6480 22442 16406723
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7146636 0.6149978 0.8528805 0.8528805 24232 16462252 0.0014720 20667 12938 3565 16425082
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9512300 0.9325802 0.9706410 0.9706410 632822 16462252 0.0384408 614243 44406 18579 15785024
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9217899 0.9118747 0.9319230 0.9319230 998648 16462252 0.0606629 930663 89941 67985 15373663
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.5383065 0.4363223 0.7025078 0.7025078 45618 16462252 0.0027711 32047 41401 13571 16375233
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7450482 0.6296387 0.9122610 0.9122610 93516 16462252 0.0056806 85311 50181 8205 16318555
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2963 16462252 0.0001800 0 0 2963 16459289
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.7689784 0.6618145 0.9175525 0.9175525 52870 16462252 0.0032116 48511 24789 4359 16384593
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8660191 0.7708344 0.9880229 0.9880229 44084 16462252 0.0026779 43556 12949 528 16405219
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9090768 0.8340703 0.9989068 0.9989068 146355 16462252 0.0088903 146195 29084 160 16286813
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0254540 0.0153237 0.0751055 0.0751055 1185 16462252 0.0000720 89 5719 1096 16455348
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9557057 0.9505923 0.9608743 0.9608743 1033056 16462252 0.0627530 992637 51593 40419 15377603
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9064993 0.8397440 0.9847845 0.9847845 146561 16462252 0.0089029 144331 27544 2230 16288147
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9633446 0.9836788 0.9438341 0.9438341 1346351 16462252 0.0817841 1270732 21084 75619 15094817
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.2956218 0.4022403 0.2336817 0.2336817 5071 16462252 0.0003080 1185 1761 3886 16455420
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8295659 0.8431857 0.8163791 0.8163791 43470 16462252 0.0026406 35488 6600 7982 16412182
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9490960 0.9303120 0.9686542 0.9686542 474131 16462252 0.0288011 459269 34403 14862 15953718
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.8866375 0.9206094 0.8550835 0.8550835 460348 16462252 0.0279639 393636 33946 66712 15967958
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.7900684 0.7557208 0.8276869 0.8276869 88020 16462252 0.0053468 72853 23549 15167 16350683
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.8939422 0.8464839 0.9470382 0.9470382 448512 16462252 0.0272449 424758 77033 23754 15936707
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.6859533 0.5371267 0.9488636 0.9488636 28512 16462252 0.0017320 27054 23314 1458 16410426
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 1 /Granulocytes /Granulocytes 0.9955798 0.9992932 0.9918939 0.9918939 10038523 16524341 0.6074991 9957150 7043 81373 6478775
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6883074 0.7917385 0.6087779 0.6087779 51288 16524341 0.0031038 31223 8213 20065 16464840
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8224374 0.7605381 0.8953054 0.8953054 50079 16524341 0.0030306 44836 14117 5243 16460145
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9051750 0.8519774 0.9654584 0.9654584 65602 16524341 0.0039700 63336 11004 2266 16447735
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8588433 0.8432547 0.8750190 0.8750190 98623 16524341 0.0059683 86297 16041 12326 16409677
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6209228 0.5180972 0.7746697 0.7746697 7114 16524341 0.0004305 5511 5126 1603 16512101
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8270372 0.7156016 0.9795805 0.9795805 8962 16524341 0.0005424 8779 3489 183 16511890
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7645663 0.9247808 0.6516676 0.6516676 49203 16524341 0.0029776 32064 2608 17139 16472530
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.6954570 0.5982769 0.8303303 0.8303303 24253 16524341 0.0014677 20138 13522 4115 16486566
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9697640 0.9727165 0.9668293 0.9668293 632155 16524341 0.0382560 611186 17143 20969 15875043
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9319520 0.9212392 0.9429169 0.9429169 1025961 16524341 0.0620879 967396 82707 58565 15415673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.2128435 0.1866154 0.2476496 0.2476496 48609 16524341 0.0029417 12038 52469 36571 16423263
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8275451 0.8217229 0.8334505 0.8334505 92489 16524341 0.0055971 77085 16724 15404 16415128
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8213982 0.7079776 0.9780923 0.9780923 2967 16524341 0.0001796 2902 1197 65 16520177
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8230118 0.7436399 0.9213517 0.9213517 52792 16524341 0.0031948 48640 16768 4152 16454781
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8749824 0.7875016 0.9843279 0.9843279 44091 16524341 0.0026682 43400 11711 691 16468539
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9240442 0.8597110 0.9987843 0.9987843 146420 16524341 0.0088609 146242 23864 178 16354057
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0546201 0.0360727 0.1124260 0.1124260 1183 16524341 0.0000716 133 3554 1050 16519604
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9577622 0.9492055 0.9664746 0.9664746 1038079 16524341 0.0628212 1003277 53688 34802 15432574
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9274524 0.8782136 0.9825405 0.9825405 146682 16524341 0.0088767 144121 19986 2561 16357673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9644672 0.9869804 0.9429581 0.9429581 1347308 16524341 0.0815347 1270455 16759 76853 15160274
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3990007 0.5071061 0.3288880 0.3288880 5099 16524341 0.0003086 1677 1630 3422 16517612
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8704170 0.9418777 0.8090351 0.8090351 43165 16524341 0.0026122 34922 2155 8243 16479021
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9506985 0.9352182 0.9667000 0.9667000 474564 16524341 0.0287191 458761 31778 15803 16017999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9334876 0.9679606 0.9013856 0.9013856 464476 16524341 0.0281086 418672 13858 45804 16046007
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8993520 0.8773179 0.9225213 0.9225213 91238 16524341 0.0055214 84169 11770 7069 16421333
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9509581 0.9554308 0.9465271 0.9465271 447685 16524341 0.0270925 423746 19767 23939 16056889
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7492042 0.6435367 0.8963896 0.8963896 25731 16524341 0.0015572 23065 12776 2666 16485834
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 1 /Granulocytes /Granulocytes 0.9941722 0.9993092 0.9890878 0.9890878 9653799 15872550 0.6082072 9548455 6601 105344 6212150
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6351455 0.8066755 0.5237717 0.5237717 49050 15872550 0.0030902 25691 6157 23359 15817343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8143369 0.7317961 0.9178649 0.9178649 48615 15872550 0.0030628 44622 16354 3993 15807581
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8604198 0.7794800 0.9601166 0.9601166 63485 15872550 0.0039997 60953 17244 2532 15791821
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8594069 0.8234295 0.8986717 0.8986717 95462 15872550 0.0060143 85789 18396 9673 15758692
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6389649 0.4995331 0.8863730 0.8863730 7243 15872550 0.0004563 6420 6432 823 15858875
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8278526 0.7213879 0.9711829 0.9711829 8606 15872550 0.0005422 8358 3228 248 15860716
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7440970 0.9011770 0.6336487 0.6336487 47247 15872550 0.0029766 29938 3283 17309 15822020
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7092078 0.6196035 0.8291099 0.8291099 23559 15872550 0.0014843 19533 11992 4026 15836999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9699964 0.9697496 0.9702432 0.9702432 607155 15872550 0.0382519 589088 18376 18067 15247019
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9543381 0.9432189 0.9657226 0.9657226 978984 15872550 0.0616778 945427 56914 33557 14836652
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4568719 0.4606700 0.4531360 0.4531360 41151 15872550 0.0025926 18647 21831 22504 15809568
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8150012 0.7720978 0.8629531 0.8629531 89349 15872550 0.0056292 77104 22759 12245 15760442
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8422237 0.7695244 0.9300923 0.9300923 2818 15872550 0.0001775 2621 785 197 15868947
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8216278 0.7413420 0.9214153 0.9214153 50506 15872550 0.0031820 46537 16237 3969 15805807
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8728482 0.7825891 0.9866414 0.9866414 42295 15872550 0.0026647 41730 11593 565 15818662
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9166037 0.8469229 0.9987784 0.9987784 140801 15872550 0.0088707 140629 25418 172 15706331
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0617483 0.0360556 0.2148404 0.2148404 1159 15872550 0.0000730 249 6657 910 15864734
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9532944 0.9452856 0.9614399 0.9614399 994656 15872550 0.0626652 956302 55352 38354 14822542
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9154285 0.8559976 0.9837275 0.9837275 140667 15872550 0.0088623 138378 23279 2289 15708604
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9629425 0.9863359 0.9406330 0.9406330 1294306 15872550 0.0815437 1217467 16866 76839 14561378
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.4109158 0.5653430 0.3227535 0.3227535 4852 15872550 0.0003057 1566 1204 3286 15866494
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8630572 0.9425863 0.7959041 0.7959041 41358 15872550 0.0026056 32917 2005 8441 15829187
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9459946 0.9231335 0.9700167 0.9700167 456888 15872550 0.0287848 443189 36903 13699 15378759
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9173651 0.9551278 0.8824749 0.8824749 445573 15872550 0.0280719 393207 18473 52366 15408504
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8961737 0.8412484 0.9587722 0.9587722 87150 15872550 0.0054906 83557 15768 3593 15769632
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9327076 0.9305049 0.9349208 0.9349208 430491 15872550 0.0271217 402475 30059 28016 15412000
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7977428 0.6925515 0.9406120 0.9406120 25325 15872550 0.0015955 23821 10575 1504 15836650
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 1 /Granulocytes /Granulocytes 0.9911525 0.9993069 0.9831302 0.9831302 9728281 15982233 0.6086935 9564167 6634 164114 6247318
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6365318 0.7201360 0.5703205 0.5703205 49765 15982233 0.0031138 28382 11030 21383 15921438
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8211717 0.7539711 0.9015236 0.9015236 48702 15982233 0.0030473 43906 14327 4796 15919204
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8073251 0.6933327 0.9661764 0.9661764 64245 15982233 0.0040198 62072 27455 2173 15890533
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8679565 0.8263637 0.9139581 0.9139581 96453 15982233 0.0060350 88154 18523 8299 15867257
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6607377 0.5320738 0.8714738 0.8714738 6948 15982233 0.0004347 6055 5325 893 15969960
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8163870 0.7014705 0.9763320 0.9763320 8746 15982233 0.0005472 8539 3634 207 15969853
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7366705 0.8691999 0.6392085 0.6392085 48061 15982233 0.0030072 30721 4623 17340 15929549
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7138809 0.6222705 0.8371217 0.8371217 23625 15982233 0.0014782 19777 12005 3848 15946603
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9674370 0.9651810 0.9697036 0.9697036 613341 15982233 0.0383764 594759 21456 18582 15347436
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9452505 0.9410314 0.9495075 0.9495075 971551 15982233 0.0607894 922495 57807 49056 14952875
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.5834567 0.5039490 0.6927518 0.6927518 42093 15982233 0.0026337 29160 28703 12933 15911437
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7816777 0.6949174 0.8931926 0.8931926 90284 15982233 0.0056490 80641 35403 9643 15856546
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8283628 0.7340885 0.9504190 0.9504190 2864 15982233 0.0001792 2722 986 142 15978383
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.7976989 0.7146450 0.9025959 0.9025959 51312 15982233 0.0032106 46314 18493 4998 15912428
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8688901 0.7758691 0.9872549 0.9872549 42683 15982233 0.0026707 42139 12173 544 15927377
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9119781 0.8389897 0.9988758 0.9988758 141439 15982233 0.0088498 141280 27113 159 15813681
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0509934 0.0315444 0.1329879 0.1329879 1158 15982233 0.0000725 154 4728 1004 15976347
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9559097 0.9458361 0.9662001 0.9662001 1003288 15982233 0.0627752 969377 55512 33911 14923433
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9224168 0.8681852 0.9838751 0.9838751 141706 15982233 0.0088665 139421 21168 2285 15819359
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9640053 0.9871058 0.9419613 0.9419613 1303991 15982233 0.0815900 1228309 16045 75682 14662197
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3944371 0.5644428 0.3031352 0.3031352 4912 15982233 0.0003073 1489 1149 3423 15976172
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8586628 0.8935553 0.8263930 0.8263930 42481 15982233 0.0026580 35106 4182 7375 15935570
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9534592 0.9369418 0.9705693 0.9705693 459283 15982233 0.0287371 445766 30001 13517 15492949
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9184407 0.9486333 0.8901108 0.8901108 448215 15982233 0.0280446 398961 21603 49254 15512415
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8858191 0.8266807 0.9540706 0.9540706 87308 15982233 0.0054628 83298 17464 4010 15877461
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9241524 0.9085653 0.9402838 0.9402838 433651 15982233 0.0271333 407755 41035 25896 15507547
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8075503 0.7058585 0.9434751 0.9434751 25847 15982233 0.0016172 24386 10162 1461 15946224
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 1 /Granulocytes /Granulocytes 0.9948037 0.9993177 0.9903303 0.9903303 9702044 15956885 0.6080162 9608228 6560 93816 6248281
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6954498 0.8046244 0.6123621 0.6123621 49781 15956885 0.0031197 30484 7402 19297 15899702
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8472571 0.7993937 0.9012171 0.9012171 47984 15956885 0.0030071 43244 10852 4740 15898049
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8598470 0.7718165 0.9705436 0.9705436 62669 15956885 0.0039274 60823 17982 1846 15876234
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8794638 0.8497289 0.9113552 0.9113552 95595 15956885 0.0059908 87121 15407 8474 15845883
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7162283 0.6133428 0.8605879 0.8605879 7008 15956885 0.0004392 6031 3802 977 15946075
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8372486 0.7332116 0.9756916 0.9756916 8639 15956885 0.0005414 8429 3067 210 15945179
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7733392 0.9213496 0.6663011 0.6663011 47417 15956885 0.0029716 31594 2697 15823 15906771
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7034139 0.5970263 0.8559385 0.8559385 22893 15956885 0.0014347 19595 13226 3298 15920766
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9705012 0.9735953 0.9674267 0.9674267 609549 15956885 0.0381997 589694 15993 19855 15331343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9451932 0.9333990 0.9572893 0.9572893 986287 15956885 0.0618095 944162 67369 42125 14903229
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.3383468 0.3220395 0.3563938 0.3563938 44058 15956885 0.0027611 15702 33056 28356 15879771
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8244816 0.8145875 0.8346190 0.8346190 89708 15956885 0.0056219 74872 17042 14836 15850135
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8608130 0.8004233 0.9310587 0.9310587 2843 15956885 0.0001782 2647 660 196 15953382
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8177864 0.7202498 0.9458777 0.9458777 51088 15956885 0.0032016 48323 18769 2765 15887028
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8752605 0.7881335 0.9840452 0.9840452 42683 15956885 0.0026749 42002 11291 681 15902911
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9236411 0.8590753 0.9987007 0.9987007 141617 15956885 0.0088750 141433 23201 184 15792067
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0477500 0.0272408 0.1932324 0.1932324 1123 15956885 0.0000704 217 7749 906 15948013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9594285 0.9524745 0.9664848 0.9664848 1003036 15956885 0.0628591 969419 48371 33617 14905478
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9310205 0.8848616 0.9822603 0.9822603 141716 15956885 0.0088812 139202 18113 2514 15797056
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9664499 0.9858838 0.9477674 0.9477674 1302615 15956885 0.0816334 1234576 17677 68039 14636593
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.4494667 0.5468026 0.3815477 0.3815477 4639 15956885 0.0002907 1770 1467 2869 15950779
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8801485 0.9376841 0.8292654 0.8292654 41462 15956885 0.0025984 34383 2285 7079 15913138
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9497408 0.9346820 0.9652928 0.9652928 458839 15956885 0.0287549 442914 30952 15925 15467094
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9308369 0.9628158 0.9009141 0.9009141 447985 15956885 0.0280747 403596 15587 44389 15493313
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9080977 0.8874164 0.9297658 0.9297658 86354 15956885 0.0054117 80289 10186 6065 15860345
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9467986 0.9528152 0.9408574 0.9408574 431635 15956885 0.0270501 406107 20111 25528 15505139
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7764254 0.6576801 0.9474979 0.9474979 25618 15956885 0.0016055 24273 12634 1345 15918633
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 1 /Granulocytes /Granulocytes 0.0673657 0.6030193 0.0356756 0.0356756 10045380 16665728 0.6027567 358375 235926 9687005 6384422
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059922 0.0032660 0.0362573 0.0362573 53534 16665728 0.0032122 1941 592363 51593 16019831
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057002 0.0030977 0.0356487 0.0356487 51222 16665728 0.0030735 1826 587636 49396 16026870
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0071117 0.0039506 0.0355883 0.0355883 66033 16665728 0.0039622 2350 592502 63683 16007193
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0103457 0.0060619 0.0352700 0.0352700 102807 16665728 0.0061688 3626 594534 99181 15968387
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0008342 0.0004224 0.0334700 0.0334700 7559 16665728 0.0004536 253 598722 7306 16059447
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010088 0.0005120 0.0337815 0.0337815 8999 16665728 0.0005400 304 593393 8695 16063336
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056542 0.0030711 0.0355859 0.0355859 50919 16665728 0.0030553 1812 588213 49107 16026596
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027191 0.0014150 0.0347015 0.0347015 24437 16665728 0.0014663 848 598444 23589 16042847
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0369043 0.0381738 0.0357166 0.0357166 634103 16665728 0.0380483 22648 570639 611455 15460986
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0452831 0.0620047 0.0356649 0.0356649 1043491 16665728 0.0626130 37216 562997 1006275 15059240
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056401 0.0030590 0.0360989 0.0360989 50417 16665728 0.0030252 1820 593141 48597 16022170
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0096833 0.0056086 0.0354066 0.0354066 94841 16665728 0.0056908 3358 595366 91483 15975521
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0058748 0.0032010 0.0356648 0.0356648 53414 16665728 0.0032050 1905 593214 51509 16019100
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0048688 0.0026159 0.0350794 0.0350794 44100 16665728 0.0026461 1547 589831 42553 16031797
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140854 0.0087736 0.0356989 0.0356989 146363 16665728 0.0087823 5225 590313 141138 15929052
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001414 0.0000709 0.0326340 0.0326340 1287 16665728 0.0000772 42 592661 1245 16071780
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0460771 0.0636569 0.0361060 0.0361060 1057277 16665728 0.0634402 38174 561510 1019103 15046941
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0142522 0.0088955 0.0358249 0.0358249 146965 16665728 0.0088184 5265 586604 141700 15932159
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0498750 0.0827846 0.0356879 0.0356879 1386827 16665728 0.0832143 49493 548360 1337334 14730541
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0005665 0.0002858 0.0320501 0.0320501 5273 16665728 0.0003164 169 591189 5104 16069266
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0052190 0.0028067 0.0371357 0.0371357 45051 16665728 0.0027032 1673 594397 43378 16026280
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0318906 0.0286492 0.0359592 0.0359592 477069 16665728 0.0286258 17155 581640 459914 15607019
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0319021 0.0287873 0.0357727 0.0357727 480394 16665728 0.0288253 17185 579779 463209 15605555
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0104541 0.0060929 0.0367820 0.0367820 98880 16665728 0.0059331 3637 593285 95243 15973563
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0308221 0.0272762 0.0354276 0.0354276 456650 16665728 0.0274005 16178 576939 440472 15632139
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0033950 0.0017816 0.0359834 0.0359834 29458 16665728 0.0017676 1060 593922 28398 16042348
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 1 /Granulocytes /Granulocytes 0.0652346 0.6034041 0.0344812 0.0344812 10049130 16671781 0.6027628 346506 227746 9702624 6394905
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0060534 0.0033068 0.0357336 0.0357336 53647 16671781 0.0032178 1917 577796 51730 16040338
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057904 0.0031529 0.0354169 0.0354169 51162 16671781 0.0030688 1812 572891 49350 16047728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070912 0.0039561 0.0341691 0.0341691 65966 16671781 0.0039567 2254 567496 63712 16038319
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106488 0.0062700 0.0353037 0.0353037 102822 16671781 0.0061674 3630 575314 99192 15993645
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009566 0.0004846 0.0368074 0.0368074 7580 16671781 0.0004547 279 575473 7301 16088728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010388 0.0005275 0.0336228 0.0336228 8982 16671781 0.0005388 302 572172 8680 16090627
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056309 0.0030670 0.0343249 0.0343249 50896 16671781 0.0030528 1747 567862 49149 16053023
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0028176 0.0014687 0.0345308 0.0345308 24413 16671781 0.0014643 843 573122 23570 16074246
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0361356 0.0378773 0.0345470 0.0345470 633948 16671781 0.0380252 21901 556308 612047 15481525
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0444145 0.0621573 0.0345517 0.0345517 1043190 16671781 0.0625722 36044 543840 1007146 15084751
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0055335 0.0030102 0.0342094 0.0342094 50834 16671781 0.0030491 1739 575966 49095 16044981
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0099669 0.0058038 0.0352552 0.0352552 94993 16671781 0.0056978 3349 573683 91644 16003105
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003631 0.0001825 0.0349815 0.0349815 2973 16671781 0.0001783 104 569802 2869 16099006
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0060029 0.0032815 0.0351636 0.0351636 53379 16671781 0.0032018 1877 570109 51502 16048293
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0046085 0.0024813 0.0322939 0.0322939 44126 16671781 0.0026467 1425 572866 42701 16054789
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0141488 0.0088815 0.0347684 0.0347684 146426 16671781 0.0087829 5091 568120 141335 15957235
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001782 0.0000893 0.0395043 0.0395043 1291 16671781 0.0000774 51 570962 1240 16099528
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0441717 0.0629126 0.0340335 0.0340335 1058076 16671781 0.0634651 36010 536371 1022066 15077334
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0139725 0.0087732 0.0343005 0.0343005 147170 16671781 0.0088275 5048 570342 142122 15954269
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0485397 0.0828034 0.0343329 0.0343329 1387270 16671781 0.0832107 47629 527577 1339641 14756934
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006024 0.0003039 0.0334093 0.0334093 5268 16671781 0.0003160 176 578879 5092 16087634
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0050243 0.0027102 0.0343893 0.0343893 45014 16671781 0.0027000 1548 569638 43466 16057129
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0312615 0.0285911 0.0344821 0.0344821 477552 16671781 0.0286443 16467 559482 461085 15634747
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0315600 0.0290065 0.0346064 0.0346064 480489 16671781 0.0288205 16628 556623 463861 15634669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101135 0.0059227 0.0345862 0.0345862 99028 16671781 0.0059399 3425 574861 95603 15997892
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0303412 0.0272267 0.0342601 0.0342601 456741 16671781 0.0273961 15648 559081 441093 15655959
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0032415 0.0017036 0.0333163 0.0333163 29415 16671781 0.0017644 980 574269 28435 16068097
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 1 /Granulocytes /Granulocytes 0.0652283 0.6037370 0.0344766 0.0344766 9667226 16028386 0.6031316 333293 218757 9333933 6142403
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059718 0.0032633 0.0351324 0.0351324 51434 16028386 0.0032089 1807 551932 49627 15425020
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0058414 0.0031815 0.0356296 0.0356296 49341 16028386 0.0030784 1758 550810 47583 15428235
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0073677 0.0041102 0.0355175 0.0355175 63884 16028386 0.0039857 2269 549775 61615 15414727
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106632 0.0062820 0.0352405 0.0352405 98608 16028386 0.0061521 3475 549690 95133 15380088
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009715 0.0004923 0.0363514 0.0363514 7455 16028386 0.0004651 271 550195 7184 15470736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010650 0.0005408 0.0348703 0.0348703 8632 16028386 0.0005385 301 556328 8331 15463426
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056094 0.0030555 0.0341742 0.0341742 48955 16028386 0.0030543 1673 545867 47282 15433564
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027711 0.0014445 0.0339326 0.0339326 23694 16028386 0.0014783 804 555786 22890 15448906
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0363043 0.0380066 0.0347479 0.0347479 608440 16028386 0.0379602 21142 535130 587298 14884816
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0442721 0.0621690 0.0343760 0.0343760 999417 16028386 0.0623529 34356 518267 965061 14510702
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0059090 0.0032196 0.0358804 0.0358804 49665 16028386 0.0030986 1782 551701 47883 15427020
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0097675 0.0056866 0.0345923 0.0345923 91321 16028386 0.0056975 3159 552359 88162 15384706
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0004003 0.0002012 0.0390707 0.0390707 2841 16028386 0.0001772 111 551696 2730 15473849
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0055559 0.0030331 0.0330310 0.0330310 51043 16028386 0.0031845 1686 554189 49357 15423154
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0050222 0.0027043 0.0351557 0.0351557 42326 16028386 0.0026407 1488 548750 40838 15437310
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0142366 0.0089408 0.0349201 0.0349201 140807 16028386 0.0087849 4917 545033 135890 15342546
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001493 0.0000748 0.0327215 0.0327215 1253 16028386 0.0000782 41 547892 1212 15479241
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0449597 0.0638993 0.0346805 0.0346805 1015787 16028386 0.0633743 35228 516077 980559 14496522
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140868 0.0088417 0.0346293 0.0346293 141210 16028386 0.0088100 4890 548169 136320 15339007
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0491428 0.0833422 0.0348445 0.0348445 1333382 16028386 0.0831888 46461 511012 1286921 14183992
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006930 0.0003497 0.0376840 0.0376840 5095 16028386 0.0003179 192 548793 4903 15474498
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051093 0.0027543 0.0352394 0.0352394 43247 16028386 0.0026982 1524 551785 41723 15433354
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0309657 0.0282761 0.0342208 0.0342208 459282 16028386 0.0286543 15717 540123 443565 15028981
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0311573 0.0285336 0.0343123 0.0343123 461350 16028386 0.0287833 15830 538955 445520 15028081
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0100706 0.0059081 0.0340843 0.0340843 94941 16028386 0.0059233 3236 544483 91705 15388962
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0307515 0.0274952 0.0348826 0.0348826 439245 16028386 0.0274042 15322 541938 423923 15047203
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0034658 0.0018229 0.0351166 0.0351166 28505 16028386 0.0017784 1001 548137 27504 15451744
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 1 /Granulocytes /Granulocytes 0.0652474 0.6038261 0.0344870 0.0344870 9748168 16163956 0.6030806 336185 220573 9411983 6195215
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0056286 0.0030766 0.0330094 0.0330094 51864 16163956 0.0032086 1712 554745 50152 15557347
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0056643 0.0030870 0.0343065 0.0343065 49699 16163956 0.0030747 1705 550613 47994 15563644
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070745 0.0039470 0.0340754 0.0340754 64592 16163956 0.0039961 2201 555444 62391 15543920
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106715 0.0062840 0.0353609 0.0353609 99743 16163956 0.0061707 3527 557740 96216 15506473
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009079 0.0004599 0.0351508 0.0351508 7226 16163956 0.0004470 254 552039 6972 15604691
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010715 0.0005442 0.0345851 0.0345851 8761 16163956 0.0005420 303 556473 8458 15598722
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056989 0.0031034 0.0348189 0.0348189 49542 16163956 0.0030650 1725 554112 47817 15560302
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027596 0.0014391 0.0335156 0.0335156 23780 16163956 0.0014712 797 553034 22983 15587142
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0358310 0.0375180 0.0342892 0.0342892 614859 16163956 0.0380389 21083 540861 593776 15008236
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0445627 0.0625425 0.0346123 0.0346123 1012907 16163956 0.0626645 35059 525504 977848 14625545
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0055785 0.0030279 0.0353968 0.0353968 48027 16163956 0.0029712 1700 559754 46327 15556175
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0096150 0.0056025 0.0338774 0.0338774 91713 16163956 0.0056739 3107 551465 88606 15520778
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003656 0.0001838 0.0354783 0.0354783 2875 16163956 0.0001779 102 555000 2773 15606081
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0061519 0.0033615 0.0362027 0.0362027 51847 16163956 0.0032076 1877 556498 49970 15555611
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0049464 0.0026627 0.0347460 0.0347460 42710 16163956 0.0026423 1484 555840 41226 15565406
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140519 0.0087985 0.0348745 0.0348745 141450 16163956 0.0087510 4933 555730 136517 15466776
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001481 0.0000742 0.0326693 0.0326693 1255 16163956 0.0000776 41 552532 1214 15610169
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0451998 0.0637177 0.0350216 0.0350216 1022797 16163956 0.0632764 35820 526347 986977 14614812
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140206 0.0087995 0.0344767 0.0344767 142328 16163956 0.0088053 4907 552737 137421 15468891
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0491349 0.0834499 0.0348177 0.0348177 1344605 16163956 0.0831854 46816 514191 1297789 14305160
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006908 0.0003486 0.0372947 0.0372947 5175 16163956 0.0003202 193 553407 4982 15605374
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051447 0.0027752 0.0351890 0.0351890 43991 16163956 0.0027215 1548 556240 42443 15563725
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0311301 0.0283974 0.0344448 0.0344448 461870 16163956 0.0285741 15909 544318 445961 15157768
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0313362 0.0287408 0.0344469 0.0344469 464947 16163956 0.0287644 16016 541241 448931 15157768
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101236 0.0059355 0.0343881 0.0343881 95789 16163956 0.0059261 3294 551672 92495 15516495
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0304006 0.0272317 0.0344040 0.0344040 442855 16163956 0.0273977 15236 544258 427619 15176843
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0032039 0.0016840 0.0328890 0.0328890 28581 16163956 0.0017682 940 557255 27641 15578120
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 1 /Granulocytes /Granulocytes 0.0657069 0.6039751 0.0347433 0.0347433 9715414 16114380 0.6029034 337546 221328 9377868 6177638
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059461 0.0032521 0.0346516 0.0346516 52090 16114380 0.0032325 1805 553229 50285 15509061
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0055964 0.0030478 0.0341717 0.0341717 49105 16114380 0.0030473 1678 548884 47427 15516391
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070175 0.0039100 0.0341925 0.0341925 62967 16114380 0.0039075 2153 548489 60814 15502924
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0104629 0.0061580 0.0347690 0.0347690 99255 16114380 0.0061594 3451 556958 95804 15458167
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009121 0.0004621 0.0346703 0.0346703 7355 16114380 0.0004564 255 551557 7100 15555468
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010391 0.0005277 0.0337182 0.0337182 8660 16114380 0.0005374 292 553097 8368 15552623
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0054039 0.0029401 0.0333619 0.0333619 49008 16114380 0.0030413 1635 554475 47373 15510897
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027931 0.0014543 0.0351635 0.0351635 23149 16114380 0.0014365 814 558910 22335 15532321
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0362850 0.0379797 0.0347352 0.0347352 611657 16114380 0.0379572 21246 538158 590411 14964565
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0444866 0.0627336 0.0344626 0.0344626 1007120 16114380 0.0624982 34708 518552 972412 14588708
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056278 0.0030673 0.0340655 0.0340655 50080 16114380 0.0031078 1706 554490 48374 15509810
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0094697 0.0055217 0.0332261 0.0332261 92307 16114380 0.0057282 3067 552379 89240 15469694
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003540 0.0001779 0.0341344 0.0341344 2871 16114380 0.0001782 98 550778 2773 15560731
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0057211 0.0031276 0.0335054 0.0335054 51544 16114380 0.0031986 1727 550458 49817 15512378
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0049236 0.0026513 0.0344311 0.0344311 42723 16114380 0.0026512 1471 553342 41252 15518315
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140583 0.0088117 0.0347469 0.0347469 141624 16114380 0.0087887 4921 553539 136703 15419217
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001721 0.0000862 0.0385852 0.0385852 1244 16114380 0.0000772 48 556505 1196 15556631
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0448506 0.0634062 0.0346967 0.0346967 1024102 16114380 0.0635521 35533 524870 988569 14565408
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0141474 0.0088790 0.0347918 0.0347918 142591 16114380 0.0088487 4961 553776 137630 15418013
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0487138 0.0831439 0.0344486 0.0344486 1339735 16114380 0.0831391 46152 508934 1293583 14265711
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0005915 0.0002984 0.0326733 0.0326733 5050 16114380 0.0003134 165 552733 4885 15556597
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0050451 0.0027181 0.0350715 0.0350715 43226 16114380 0.0026824 1516 556233 41710 15514921
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0314360 0.0287803 0.0346316 0.0346316 462035 16114380 0.0286722 16001 539969 446034 15112376
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0313360 0.0287726 0.0344009 0.0344009 464639 16114380 0.0288338 15984 539545 448655 15110196
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101028 0.0059223 0.0343498 0.0343498 95983 16114380 0.0059564 3297 553409 92686 15464988
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0306790 0.0275416 0.0346232 0.0346232 440687 16114380 0.0273474 15258 538741 425429 15134952
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0035700 0.0018749 0.0372527 0.0372527 28159 16114380 0.0017474 1049 558460 27110 15527761
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 1 Basophils Basophils 0.0021097 0.5000000 0.0010571 0.0010571 946 191351 0.0049438 1 1 945 190404
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0155039 0.5000000 0.0078740 0.0078740 1778 191351 0.0092918 14 14 1764 189559
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0804801 0.4935065 0.0438125 0.0438125 2602 191351 0.0135980 114 117 2488 188632
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs NA NA 0.0000000 0.0000000 182 191351 0.0009511 0 0 182 191169
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0370199 0.4210526 0.0193611 0.0193611 2066 191351 0.0107969 40 55 2026 189230
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs NA NA 0.0000000 0.0000000 666 191351 0.0034805 0 0 666 190685
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 0.2978232 0.4919324 0.2135569 0.2135569 18131 191351 0.0947526 3872 3999 14259 169221
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 0.2573223 0.4835004 0.1753124 0.1753124 13205 191351 0.0690093 2315 2473 10890 175673
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 0.3499326 0.4847657 0.2737825 0.2737825 12320 191351 0.0643843 3373 3585 8947 175446
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 10 Monocytes Monocytes 0.2266354 0.4947764 0.1469803 0.1469803 16111 191351 0.0841961 2368 2418 13743 172822
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0392157 0.4166667 0.0205761 0.0205761 243 191351 0.0012699 5 7 238 191101
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 0.1059042 0.4705882 0.0596659 0.0596659 3352 191351 0.0175175 200 225 3152 187774
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells NA NA 0.0000000 0.0000000 203 191351 0.0010609 0 0 203 191148
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 14 pDCs pDCs 0.0060332 0.4000000 0.0030395 0.0030395 658 191351 0.0034387 2 3 656 190690
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 15 ungated ungated 0.7437464 0.6379657 0.8915786 0.8915786 118888 191351 0.6213085 105998 60152 12890 12311
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 1 Basophils Basophils 0.0701754 0.4166667 0.0383142 0.0383142 261 74276 0.0035139 10 14 251 74001
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.1568627 0.4835165 0.0936170 0.0936170 470 74276 0.0063278 44 47 426 73759
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0723918 0.4811321 0.0391404 0.0391404 1303 74276 0.0175427 51 55 1252 72918
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs NA NA 0.0000000 0.0000000 122 74276 0.0016425 0 0 122 74154
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1797753 0.4788732 0.1106591 0.1106591 1229 74276 0.0165464 136 148 1093 72899
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.1704918 0.4727273 0.1040000 0.1040000 250 74276 0.0033658 26 29 224 73997
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 0.5080010 0.4997063 0.5165756 0.5165756 8235 74276 0.1108703 4254 4259 3981 61782
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 0.2793949 0.4992543 0.1939736 0.1939736 6903 74276 0.0929372 1339 1343 5564 66030
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 0.4351094 0.4986158 0.3859524 0.3859524 4200 74276 0.0565459 1621 1630 2579 68446
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 10 Monocytes Monocytes 0.3784925 0.4972268 0.3055333 0.3055333 4988 74276 0.0671549 1524 1541 3464 67747
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells NA NA 0.0000000 0.0000000 87 74276 0.0011713 0 0 87 74189
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 0.2437315 0.4881210 0.1624147 0.1624147 2783 74276 0.0374684 452 474 2331 71019
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells NA NA 0.0000000 0.0000000 310 74276 0.0041736 0 0 310 73966
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 14 pDCs pDCs 0.0102389 0.5000000 0.0051724 0.0051724 580 74276 0.0078087 3 3 577 73693
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 15 ungated ungated 0.6750624 0.5973984 0.7759370 0.7759370 42555 74276 0.5729307 33020 22253 9535 9468
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 1 Basophils Basophils 0.4768745 0.3256179 0.8905579 0.8905579 932 181711 0.0051290 830 1719 102 179060
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5399240 0.3823461 0.9184477 0.9184477 1778 181711 0.0097848 1633 2638 145 177295
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5003221 0.3416422 0.9342422 0.9342422 2494 181711 0.0137251 2330 4490 164 174727
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0063191 0.0044346 0.0109890 0.0109890 182 181711 0.0010016 2 449 180 181080
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5462354 0.3776211 0.9869059 0.9869059 2062 181711 0.0113477 2035 3354 27 176295
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5720721 0.4086229 0.9534535 0.9534535 666 181711 0.0036652 635 919 31 180126
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 0.5501145 0.3819882 0.9825842 0.9825842 18087 181711 0.0995372 17772 28753 315 134871
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 0.5763563 0.4061152 0.9923392 0.9923392 13184 181711 0.0725548 13083 19132 101 149395
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 0.6013896 0.4358994 0.9694396 0.9694396 12009 181711 0.0660885 11642 15066 367 154636
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 10 Monocytes Monocytes 0.5862825 0.4147848 0.9995641 0.9995641 16060 181711 0.0883821 16053 22649 7 143002
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0627615 0.0635593 0.0619835 0.0619835 242 181711 0.0013318 15 221 227 181248
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 0.5085873 0.3424672 0.9876803 0.9876803 3328 181711 0.0183148 3287 6311 41 172072
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 0.1126761 0.0825688 0.1773399 0.1773399 203 181711 0.0011172 36 400 167 181108
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 14 pDCs pDCs 0.4165321 0.2640196 0.9862385 0.9862385 654 181711 0.0035991 645 1798 9 179259
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 15 ungated ungated 0.0549611 0.8188254 0.0284349 0.0284349 109830 181711 0.6044213 3123 691 106707 71190
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 1 Basophils Basophils 0.5807910 0.4118590 0.9846743 0.9846743 261 73320 0.0035597 257 367 4 72692
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5094957 0.3680227 0.8276596 0.8276596 470 73320 0.0064103 389 668 81 72182
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5567668 0.4256098 0.8047656 0.8047656 1301 73320 0.0177441 1047 1413 254 70606
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0185615 0.0102477 0.0983607 0.0983607 122 73320 0.0016639 12 1159 110 72039
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.6107364 0.4540714 0.9324547 0.9324547 1214 73320 0.0165576 1132 1361 82 70745
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.6038647 0.4325260 1.0000000 1.0000000 250 73320 0.0034097 250 328 0 72742
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 0.6268054 0.4567366 0.9986642 0.9986642 8235 73320 0.1123159 8224 9782 11 55303
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 0.6316320 0.4619044 0.9985514 0.9985514 6903 73320 0.0941489 6893 8030 10 58387
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 0.6404899 0.4719684 0.9961905 0.9961905 4200 73320 0.0572831 4184 4681 16 64439
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 10 Monocytes Monocytes 0.5762932 0.4085499 0.9777332 0.9777332 4985 73320 0.0679896 4874 7056 111 61279
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.0355030 0.0365854 0.0344828 0.0344828 87 73320 0.0011866 3 79 84 73154
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 0.6092017 0.4385077 0.9974829 0.9974829 2781 73320 0.0379296 2774 3552 7 66987
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 0.5510010 0.3910690 0.9322581 0.9322581 310 73320 0.0042280 289 450 21 72560
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 14 pDCs pDCs 0.5445076 0.3753264 0.9913793 0.9913793 580 73320 0.0079105 575 957 5 71783
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 15 ungated ungated 0.1069868 0.9321231 0.0567502 0.0567502 41621 73320 0.5676623 2362 172 39259 31527
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 Basophils Basophils 0.2157303 0.3701799 0.1522199 0.1522199 946 191351 0.0049438 144 245 802 190160
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.3090778 0.4298597 0.2412823 0.2412823 1778 191351 0.0092918 429 569 1349 189004
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3839820 0.3741794 0.3943121 0.3943121 2602 191351 0.0135980 1026 1716 1576 187033
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0792952 0.2000000 0.0494505 0.0494505 182 191351 0.0009511 9 36 173 191133
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0635063 0.4176471 0.0343659 0.0343659 2066 191351 0.0107969 71 99 1995 189186
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.3138937 0.3660000 0.2747748 0.2747748 666 191351 0.0034805 183 317 483 190368
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 0.0331157 0.4382022 0.0172081 0.0172081 18131 191351 0.0947526 312 400 17819 172820
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 0.2831362 0.4331618 0.2102991 0.2102991 13205 191351 0.0690093 2777 3634 10428 174512
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 0.2860425 0.4891945 0.2021104 0.2021104 12320 191351 0.0643843 2490 2600 9830 176431
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 10 Monocytes Monocytes 0.4078013 0.4505255 0.3724784 0.3724784 16111 191351 0.0841961 6001 7319 10110 167921
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.2316384 0.3693694 0.1687243 0.1687243 243 191351 0.0012699 41 70 202 191038
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 0.1034841 0.4028340 0.0593675 0.0593675 3352 191351 0.0175175 199 295 3153 187704
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 0.0097561 0.5000000 0.0049261 0.0049261 203 191351 0.0010609 1 1 202 191147
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 14 pDCs pDCs 0.0207715 0.4375000 0.0106383 0.0106383 658 191351 0.0034387 7 9 651 190684
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 15 ungated ungated 0.7284513 0.6342711 0.8554774 0.8554774 118888 191351 0.6213085 101706 58645 17182 13818
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 Basophils Basophils 0.3854390 0.4368932 0.3448276 0.3448276 261 74276 0.0035139 90 116 171 73899
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells NA NA 0.0000000 0.0000000 470 74276 0.0063278 0 0 470 73806
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.1443299 0.4497992 0.0859555 0.0859555 1303 74276 0.0175427 112 137 1191 72836
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2245989 0.3230769 0.1721311 0.1721311 122 74276 0.0016425 21 44 101 74110
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3554831 0.3562092 0.3547600 0.3547600 1229 74276 0.0165464 436 788 793 72259
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.3651805 0.3891403 0.3440000 0.3440000 250 74276 0.0033658 86 135 164 73891
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 0.0162233 0.4594595 0.0082574 0.0082574 8235 74276 0.1108703 68 80 8167 65961
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 0.5912306 0.4850538 0.7569173 0.7569173 6903 74276 0.0929372 5225 5547 1678 61826
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 0.5222222 0.4813253 0.5707143 0.5707143 4200 74276 0.0565459 2397 2583 1803 67493
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 10 Monocytes Monocytes 0.4687992 0.4155562 0.5376905 0.5376905 4988 74276 0.0671549 2682 3772 2306 65516
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.2880000 0.4736842 0.2068966 0.2068966 87 74276 0.0011713 18 20 69 74169
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 0.0458433 0.4785714 0.0240747 0.0240747 2783 74276 0.0374684 67 73 2716 71420
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 0.2110553 0.2195122 0.2032258 0.2032258 310 74276 0.0041736 63 224 247 73742
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 14 pDCs pDCs 0.3583691 0.4744318 0.2879310 0.2879310 580 74276 0.0078087 167 185 413 73511
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 15 ungated ungated 0.6337314 0.5912698 0.6827635 0.6827635 42555 74276 0.5729307 29055 20085 13500 11636
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 1 Basophils Basophils 0.1723818 0.3345324 0.1161049 0.1161049 801 152327 0.0052584 93 185 708 151341
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5265651 0.3726054 0.8973472 0.8973472 1734 152327 0.0113834 1556 2620 178 147973
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.4227321 0.3116252 0.6569672 0.6569672 2440 152327 0.0160182 1603 3541 837 146346
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0489060 0.0271623 0.2451613 0.2451613 155 152327 0.0010175 38 1361 117 150811
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3046045 0.3131068 0.2965517 0.2965517 1740 152327 0.0114228 516 1132 1224 149455
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2585590 0.1786723 0.4676525 0.4676525 541 152327 0.0035516 253 1163 288 150623
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 0.2445069 0.4187463 0.1726625 0.1726625 12342 152327 0.0810231 2131 2958 10211 137027
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 8 CD8_T_cells CD8_T_cells 0.4073335 0.4205445 0.3949272 0.3949272 9817 152327 0.0644469 3877 5342 5940 137168
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 9 Mature_B_cells Mature_B_cells 0.5321620 0.4064228 0.7705574 0.7705574 10495 152327 0.0688978 8087 11811 2408 130021
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 10 Monocytes Monocytes 0.4652957 0.4148394 0.5297255 0.5297255 12750 152327 0.0837015 6754 9527 5996 130050
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.4515103 0.3631714 0.5966387 0.5966387 238 152327 0.0015624 142 249 96 151840
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 12 Pre_B_cells Pre_B_cells 0.3048701 0.3559408 0.2666157 0.2666157 2618 152327 0.0171867 698 1263 1920 148446
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 13 Pro_B_cells Pro_B_cells 0.0920716 0.0807175 0.1071429 0.1071429 168 152327 0.0011029 18 205 150 151954
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 14 pDCs pDCs 0.2539299 0.1665785 0.5338983 0.5338983 590 152327 0.0038732 315 1576 275 150161
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 15 ungated ungated 0.6153863 0.6618655 0.5750068 0.5750068 95898 152327 0.6295535 55142 28171 40756 28258
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 1 Basophils Basophils 0.3523957 0.2676056 0.5158371 0.5158371 221 53817 0.0041065 114 312 107 53284
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.1372141 0.4342105 0.0814815 0.0814815 405 53817 0.0075255 33 43 372 53369
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3482103 0.3444056 0.3521001 0.3521001 1119 53817 0.0207927 394 750 725 51948
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.3547401 0.2624434 0.5471698 0.5471698 106 53817 0.0019696 58 163 48 53548
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3576017 0.3966746 0.3255361 0.3255361 1026 53817 0.0190646 334 508 692 52283
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2357595 0.1443798 0.6422414 0.6422414 232 53817 0.0043109 149 883 83 52702
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 7 CD4_T_cells CD4_T_cells 0.5535822 0.4758023 0.6617612 0.6617612 4145 53817 0.0770203 2743 3022 1402 46650
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 8 CD8_T_cells CD8_T_cells 0.5456459 0.4817506 0.6290821 0.6290821 4532 53817 0.0842113 2851 3067 1681 46218
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 9 Mature_B_cells Mature_B_cells 0.5860086 0.4812119 0.7491577 0.7491577 3265 53817 0.0606686 2446 2637 819 47915
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 10 Monocytes Monocytes 0.5381972 0.3786498 0.9301051 0.9301051 4378 53817 0.0813498 4072 6682 306 42757
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5472313 0.3800905 0.9767442 0.9767442 86 53817 0.0015980 84 137 2 53594
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 12 Pre_B_cells Pre_B_cells 0.6054806 0.4624585 0.8765743 0.8765743 2382 53817 0.0442611 2088 2427 294 49008
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 13 Pro_B_cells Pro_B_cells 0.3674497 0.2347267 0.8455598 0.8455598 259 53817 0.0048126 219 714 40 52844
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 14 pDCs pDCs 0.4661017 0.3521878 0.6889353 0.6889353 479 53817 0.0089005 330 607 149 52731
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 15 ungated ungated 0.4307053 0.6363636 0.3255083 0.3255083 31182 53817 0.5794080 10150 5800 21032 16835
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 1 Basophils Basophils 0.0085000 0.0045666 0.0613108 0.0613108 946 191351 0.0049438 58 12643 888 177762
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0164127 0.0093531 0.0669291 0.0669291 1778 191351 0.0092918 119 12604 1659 176969
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0243838 0.0146989 0.0714835 0.0714835 2602 191351 0.0135980 186 12468 2416 176281
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0013788 0.0006991 0.0494505 0.0494505 182 191351 0.0009511 9 12864 173 178305
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0165761 0.0096412 0.0590513 0.0590513 2066 191351 0.0107969 122 12532 1944 176753
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0071259 0.0037482 0.0720721 0.0720721 666 191351 0.0034805 48 12758 618 177927
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 7 CD4_T_cells CD4_T_cells 0.0779856 0.0936871 0.0667917 0.0667917 18131 191351 0.0947526 1211 11715 16920 161505
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 8 CD8_T_cells CD8_T_cells 0.0677613 0.0690007 0.0665657 0.0665657 13205 191351 0.0690093 879 11860 12326 166286
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 9 Mature_B_cells Mature_B_cells 0.0664266 0.0655091 0.0673701 0.0673701 12320 191351 0.0643843 830 11840 11490 167191
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 10 Monocytes Monocytes 0.0748789 0.0846040 0.0671591 0.0671591 16111 191351 0.0841961 1082 11707 15029 163533
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0021223 0.0010811 0.0576132 0.0576132 243 191351 0.0012699 14 12936 229 178172
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 12 Pre_B_cells Pre_B_cells 0.0292817 0.0185054 0.0701074 0.0701074 3352 191351 0.0175175 235 12464 3117 175535
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 13 Pro_B_cells Pro_B_cells 0.0018509 0.0009401 0.0591133 0.0591133 203 191351 0.0010609 12 12752 191 178396
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 14 pDCs pDCs 0.0066541 0.0035012 0.0668693 0.0668693 658 191351 0.0034387 44 12523 614 178170
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 15 ungated ungated 0.1208588 0.6201309 0.0669538 0.0669538 118888 191351 0.6213085 7960 4876 110928 67587
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 1 Basophils Basophils 0.0053763 0.0028300 0.0536398 0.0536398 261 74276 0.0035139 14 4933 247 69082
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0100223 0.0054900 0.0574468 0.0574468 470 74276 0.0063278 27 4891 443 68915
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0260290 0.0165153 0.0613968 0.0613968 1303 74276 0.0175427 80 4764 1223 68209
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0023319 0.0011943 0.0491803 0.0491803 122 74276 0.0016425 6 5018 116 69136
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0322152 0.0202378 0.0789260 0.0789260 1229 74276 0.0165464 97 4696 1132 68351
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0084615 0.0044444 0.0880000 0.0880000 250 74276 0.0033658 22 4928 228 69098
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 7 CD4_T_cells CD4_T_cells 0.0837498 0.1112452 0.0671524 0.0671524 8235 74276 0.1108703 553 4418 7682 61623
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 8 CD8_T_cells CD8_T_cells 0.0792765 0.0951511 0.0679415 0.0679415 6903 74276 0.0929372 469 4460 6434 62913
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 9 Mature_B_cells Mature_B_cells 0.0580687 0.0534428 0.0635714 0.0635714 4200 74276 0.0565459 267 4729 3933 65347
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 10 Monocytes Monocytes 0.0718227 0.0718731 0.0717723 0.0717723 4988 74276 0.0671549 358 4623 4630 64665
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.0007725 0.0003929 0.0229885 0.0229885 87 74276 0.0011713 2 5089 85 69100
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 12 Pre_B_cells Pre_B_cells 0.0470829 0.0365587 0.0661157 0.0661157 2783 74276 0.0374684 184 4849 2599 66644
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 13 Pro_B_cells Pro_B_cells 0.0060434 0.0032096 0.0516129 0.0516129 310 74276 0.0041736 16 4969 294 68997
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 14 pDCs pDCs 0.0155642 0.0087191 0.0724138 0.0724138 580 74276 0.0078087 42 4775 538 68921
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 15 ungated ungated 0.1183126 0.5629378 0.0661027 0.0661027 42555 74276 0.5729307 2813 2184 39742 29537
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 1 Basophils Basophils 0.0021075 0.3333333 0.0010571 0.0010571 946 191351 0.0049438 1 2 945 190403
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0176796 0.5000000 0.0089989 0.0089989 1778 191351 0.0092918 16 16 1762 189557
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0746004 0.4929577 0.0403536 0.0403536 2602 191351 0.0135980 105 108 2497 188641
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs NA NA 0.0000000 0.0000000 182 191351 0.0009511 0 0 182 191169
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0372787 0.5000000 0.0193611 0.0193611 2066 191351 0.0107969 40 40 2026 189245
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0059613 0.4000000 0.0030030 0.0030030 666 191351 0.0034805 2 3 664 190682
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 0.2974308 0.4948017 0.2126193 0.2126193 18131 191351 0.0947526 3855 3936 14276 169284
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 0.3429422 0.4972662 0.2617190 0.2617190 13205 191351 0.0690093 3456 3494 9749 174652
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 0.3728335 0.4914984 0.3003247 0.3003247 12320 191351 0.0643843 3700 3828 8620 175203
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 10 Monocytes Monocytes 0.1290985 0.4975021 0.0741729 0.0741729 16111 191351 0.0841961 1195 1207 14916 174033
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0081633 0.5000000 0.0041152 0.0041152 243 191351 0.0012699 1 1 242 191107
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 0.1077781 0.4891566 0.0605609 0.0605609 3352 191351 0.0175175 203 212 3149 187787
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 0.0287081 0.5000000 0.0147783 0.0147783 203 191351 0.0010609 3 3 200 191145
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 14 pDCs pDCs 0.0030257 0.3333333 0.0015198 0.0015198 658 191351 0.0034387 1 2 657 190691
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 15 ungated ungated 0.7446113 0.6390752 0.8918983 0.8918983 118888 191351 0.6213085 106036 59885 12852 12578
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 1 Basophils Basophils 0.2066869 0.5000000 0.1302682 0.1302682 261 74276 0.0035139 34 34 227 73981
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.3174603 0.4932735 0.2340426 0.2340426 470 74276 0.0063278 110 113 360 73693
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.2925244 0.4972376 0.2072141 0.2072141 1303 74276 0.0175427 270 273 1033 72700
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 0.5000000 0.0081967 0.0081967 122 74276 0.0016425 1 1 121 74153
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.2937143 0.4932821 0.2091131 0.2091131 1229 74276 0.0165464 257 264 972 72783
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0942029 0.5000000 0.0520000 0.0520000 250 74276 0.0033658 13 13 237 74013
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 0.4931119 0.4995639 0.4868245 0.4868245 8235 74276 0.1108703 4009 4016 4226 62025
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 0.3500987 0.4986610 0.2697378 0.2697378 6903 74276 0.0929372 1862 1872 5041 65501
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 0.4417617 0.4988017 0.3964286 0.3964286 4200 74276 0.0565459 1665 1673 2535 68403
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 10 Monocytes Monocytes 0.4079119 0.4984081 0.3452285 0.3452285 4988 74276 0.0671549 1722 1733 3266 67555
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.3529412 0.4897959 0.2758621 0.2758621 87 74276 0.0011713 24 25 63 74164
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 0.3772829 0.4961921 0.3043478 0.3043478 2783 74276 0.0374684 847 860 1936 70633
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 0.2469734 0.4951456 0.1645161 0.1645161 310 74276 0.0041736 51 52 259 73914
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 14 pDCs pDCs 0.0675241 0.5000000 0.0362069 0.0362069 580 74276 0.0078087 21 21 559 73675
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 15 ungated ungated 0.6654245 0.6027079 0.7427094 0.7427094 42555 74276 0.5729307 31606 20834 10949 10887
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 1 Basophils Basophils 0.4718820 0.3089005 0.9989418 0.9989418 945 182013 0.0051919 944 2112 1 178956
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5404509 0.3831688 0.9167604 0.9167604 1778 182013 0.0097685 1630 2624 148 177611
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5045586 0.3428612 0.9549020 0.9549020 2550 182013 0.0140100 2435 4667 115 174796
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0035907 0.0026667 0.0054945 0.0054945 182 182013 0.0009999 1 374 181 181457
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5456982 0.3773165 0.9854792 0.9854792 2066 182013 0.0113508 2036 3360 30 176587
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5733274 0.4066625 0.9714715 0.9714715 666 182013 0.0036591 647 944 19 180403
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 0.5518516 0.3837234 0.9822031 0.9822031 18093 182013 0.0994050 17771 28541 322 135379
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 0.5746158 0.4035631 0.9973477 0.9973477 13196 182013 0.0725003 13161 19451 35 149366
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 0.6002793 0.4354367 0.9659621 0.9659621 12016 182013 0.0660173 11607 15049 409 154948
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 10 Monocytes Monocytes 0.5878139 0.4163086 0.9996271 0.9996271 16088 182013 0.0883893 16082 22548 6 143377
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.4879075 0.3272214 0.9586777 0.9586777 242 182013 0.0013296 232 477 10 181294
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 0.5252493 0.3582712 0.9837349 0.9837349 3320 182013 0.0182405 3266 5850 54 172843
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 0.0771605 0.0561798 0.1231527 0.1231527 203 182013 0.0011153 25 420 178 181390
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 14 pDCs pDCs 0.4558446 0.3001931 0.9467275 0.9467275 657 182013 0.0036096 622 1450 35 179906
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 15 ungated ungated 0.0532639 0.8212639 0.0275245 0.0275245 110011 182013 0.6044129 3028 659 106983 71343
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 1 Basophils Basophils 0.5843715 0.4147910 0.9885057 0.9885057 261 72943 0.0035781 258 364 3 72318
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5373961 0.3983573 0.8255319 0.8255319 470 72943 0.0064434 388 586 82 71887
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5628586 0.4256410 0.8306390 0.8306390 1299 72943 0.0178084 1079 1456 220 70188
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0455581 0.0315457 0.0819672 0.0819672 122 72943 0.0016725 10 307 112 72514
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.6138410 0.4476548 0.9762684 0.9762684 1222 72943 0.0167528 1193 1472 29 70249
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.6242197 0.4537205 1.0000000 1.0000000 250 72943 0.0034273 250 301 0 72392
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 0.6269647 0.4570841 0.9978142 0.9978142 8235 72943 0.1128964 8217 9760 18 54948
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 0.6344230 0.4653050 0.9966681 0.9966681 6903 72943 0.0946355 6880 7906 23 58134
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 0.6394143 0.4703770 0.9980952 0.9980952 4200 72943 0.0575792 4192 4720 8 64023
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 10 Monocytes Monocytes 0.5464873 0.3769207 0.9933841 0.9933841 4988 72943 0.0683822 4955 8191 33 59764
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5433071 0.4131737 0.7931034 0.7931034 87 72943 0.0011927 69 98 18 72758
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 0.6221120 0.4523107 0.9960303 0.9960303 2771 72943 0.0379886 2760 3342 11 66830
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 0.5980392 0.4289733 0.9870550 0.9870550 309 72943 0.0042362 305 406 4 72228
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 14 pDCs pDCs 0.5153812 0.3475646 0.9965517 0.9965517 580 72943 0.0079514 578 1085 2 71278
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 15 ungated ungated 0.0784933 0.9311295 0.0409737 0.0409737 41246 72943 0.5654552 1690 125 39556 31572
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 1 Basophils Basophils 0.0144181 0.2800000 0.0073996 0.0073996 946 191351 0.0049438 7 18 939 190387
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.2023709 0.4092466 0.1344207 0.1344207 1778 191351 0.0092918 239 345 1539 189228
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0007678 0.3333333 0.0003843 0.0003843 2602 191351 0.0135980 1 2 2601 188747
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.1403509 0.3478261 0.0879121 0.0879121 182 191351 0.0009511 16 30 166 191139
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs NA 0.0000000 0.0000000 0.0000000 2066 191351 0.0107969 0 1 2066 189284
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0059524 0.3333333 0.0030030 0.0030030 666 191351 0.0034805 2 4 664 190681
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 0.0136674 0.4104235 0.0069494 0.0069494 18131 191351 0.0947526 126 181 18005 173039
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 0.2805710 0.4570012 0.2024233 0.2024233 13205 191351 0.0690093 2673 3176 10532 174970
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 0.3041163 0.4803715 0.2224838 0.2224838 12320 191351 0.0643843 2741 2965 9579 176066
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 10 Monocytes Monocytes 0.3857607 0.4836265 0.3208367 0.3208367 16111 191351 0.0841961 5169 5519 10942 169721
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells NA 0.0000000 0.0000000 0.0000000 243 191351 0.0012699 0 1 243 191107
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 0.0441052 0.4216216 0.0232697 0.0232697 3352 191351 0.0175175 78 107 3274 187892
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 0.0097561 0.5000000 0.0049261 0.0049261 203 191351 0.0010609 1 1 202 191147
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 14 pDCs pDCs NA NA 0.0000000 0.0000000 658 191351 0.0034387 0 0 658 190693
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 15 ungated ungated 0.7430099 0.6344881 0.8963142 0.8963142 118888 191351 0.6213085 106561 61387 12327 11076
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 1 Basophils Basophils 0.0076046 0.5000000 0.0038314 0.0038314 261 74276 0.0035139 1 1 260 74014
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.3648469 0.4875445 0.2914894 0.2914894 470 74276 0.0063278 137 144 333 73662
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5767659 0.4653792 0.7582502 0.7582502 1303 74276 0.0175427 988 1135 315 71838
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2827225 0.3913043 0.2213115 0.2213115 122 74276 0.0016425 27 42 95 74112
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5542014 0.4573849 0.7030106 0.7030106 1229 74276 0.0165464 864 1025 365 72022
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.1305842 0.4634146 0.0760000 0.0760000 250 74276 0.0033658 19 22 231 74004
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 0.6141087 0.4982233 0.8002429 0.8002429 8235 74276 0.1108703 6590 6637 1645 59404
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 0.6451354 0.4929599 0.9332174 0.9332174 6903 74276 0.0929372 6442 6626 461 60747
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 0.6169118 0.4967301 0.8138095 0.8138095 4200 74276 0.0565459 3418 3463 782 66613
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 10 Monocytes Monocytes 0.5761485 0.4741067 0.7341620 0.7341620 4988 74276 0.0671549 3662 4062 1326 65226
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.2123894 0.4615385 0.1379310 0.1379310 87 74276 0.0011713 12 14 75 74175
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 0.0386473 0.4869565 0.0201222 0.0201222 2783 74276 0.0374684 56 59 2727 71434
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 0.5144509 0.4659686 0.5741935 0.5741935 310 74276 0.0041736 178 204 132 73762
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 14 pDCs pDCs 0.5700615 0.4722537 0.7189655 0.7189655 580 74276 0.0078087 417 466 163 73230
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 15 ungated ungated 0.5333143 0.6783240 0.4393843 0.4393843 42555 74276 0.5729307 18698 8867 23857 22854
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 1 Basophils Basophils 0.1663866 0.2844828 0.1175772 0.1175772 842 150932 0.0055787 99 249 743 149841
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5266904 0.3731092 0.8951613 0.8951613 1736 150932 0.0115019 1554 2611 182 146585
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.4253418 0.3143886 0.6573222 0.6573222 2390 150932 0.0158349 1571 3426 819 145116
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2181818 0.3380282 0.1610738 0.1610738 149 150932 0.0009872 24 47 125 150736
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3359434 0.3028233 0.3771980 0.3771980 1763 150932 0.0116808 665 1531 1098 147638
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2413591 0.1783550 0.3731884 0.3731884 552 150932 0.0036573 206 949 346 149431
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 0.2670363 0.4136036 0.1971670 0.1971670 12213 150932 0.0809172 2408 3414 9805 135305
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 8 CD8_T_cells CD8_T_cells 0.4129120 0.4188975 0.4070951 0.4070951 9725 150932 0.0644330 3959 5492 5766 135715
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 9 Mature_B_cells Mature_B_cells 0.5382033 0.4198907 0.7493467 0.7493467 9950 150932 0.0659237 7456 10301 2494 130681
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 10 Monocytes Monocytes 0.4628649 0.4123624 0.5274640 0.5274640 12926 150932 0.0856412 6818 9716 6108 128290
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.4878745 0.3701299 0.7154812 0.7154812 239 150932 0.0015835 171 291 68 150402
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 12 Pre_B_cells Pre_B_cells 0.2790253 0.3565324 0.2291994 0.2291994 2548 150932 0.0168818 584 1054 1964 147330
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 13 Pro_B_cells Pro_B_cells 0.0921844 0.0699088 0.1352941 0.1352941 170 150932 0.0011263 23 306 147 150456
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 14 pDCs pDCs 0.2185407 0.1391382 0.5090312 0.5090312 609 150932 0.0040349 310 1918 299 148405
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 15 ungated ungated 0.6206742 0.6626840 0.5836733 0.5836733 95120 150932 0.6302176 55519 28260 39601 27552
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 1 Basophils Basophils 0.3423181 0.2347505 0.6318408 0.6318408 201 53223 0.0037766 127 414 74 52608
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.1408451 0.4216867 0.0845411 0.0845411 414 53223 0.0077786 35 48 379 52761
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3433895 0.3477089 0.3391762 0.3391762 1141 53223 0.0214381 387 726 754 51356
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2960894 0.2137097 0.4818182 0.4818182 110 53223 0.0020668 53 195 57 52918
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3636364 0.4122699 0.3252662 0.3252662 1033 53223 0.0194089 336 479 697 51711
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2424242 0.1466165 0.6995516 0.6995516 223 53223 0.0041899 156 908 67 52092
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 7 CD4_T_cells CD4_T_cells 0.5394435 0.4755675 0.6231409 0.6231409 3967 53223 0.0745354 2472 2726 1495 46530
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 8 CD8_T_cells CD8_T_cells 0.5500279 0.4821954 0.6400694 0.6400694 4612 53223 0.0866543 2952 3170 1660 45441
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 9 Mature_B_cells Mature_B_cells 0.5733402 0.4795523 0.7127319 0.7127319 3126 53223 0.0587340 2228 2418 898 47679
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 10 Monocytes Monocytes 0.5386417 0.3844206 0.8995023 0.8995023 4219 53223 0.0792702 3795 6077 424 42927
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5350318 0.3668122 0.9882353 0.9882353 85 53223 0.0015971 84 145 1 52993
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 12 Pre_B_cells Pre_B_cells 0.6030350 0.4611714 0.8709545 0.8709545 2441 53223 0.0458636 2126 2484 315 48298
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 13 Pro_B_cells Pro_B_cells 0.3393502 0.2109515 0.8671587 0.8671587 271 53223 0.0050918 235 879 36 52073
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 14 pDCs pDCs 0.4733283 0.3608247 0.6877729 0.6877729 458 53223 0.0086053 315 558 143 52207
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 15 ungated ungated 0.4480333 0.6389338 0.3449648 0.3449648 30922 53223 0.5809894 10667 6028 20255 16273
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 1 Basophils Basophils 0.0085000 0.0045666 0.0613108 0.0613108 946 191351 0.0049438 58 12643 888 177762
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0164127 0.0093531 0.0669291 0.0669291 1778 191351 0.0092918 119 12604 1659 176969
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0243838 0.0146989 0.0714835 0.0714835 2602 191351 0.0135980 186 12468 2416 176281
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0013788 0.0006991 0.0494505 0.0494505 182 191351 0.0009511 9 12864 173 178305
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0165761 0.0096412 0.0590513 0.0590513 2066 191351 0.0107969 122 12532 1944 176753
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0071259 0.0037482 0.0720721 0.0720721 666 191351 0.0034805 48 12758 618 177927
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 7 CD4_T_cells CD4_T_cells 0.0779856 0.0936871 0.0667917 0.0667917 18131 191351 0.0947526 1211 11715 16920 161505
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 8 CD8_T_cells CD8_T_cells 0.0677613 0.0690007 0.0665657 0.0665657 13205 191351 0.0690093 879 11860 12326 166286
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 9 Mature_B_cells Mature_B_cells 0.0664266 0.0655091 0.0673701 0.0673701 12320 191351 0.0643843 830 11840 11490 167191
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 10 Monocytes Monocytes 0.0748789 0.0846040 0.0671591 0.0671591 16111 191351 0.0841961 1082 11707 15029 163533
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0021223 0.0010811 0.0576132 0.0576132 243 191351 0.0012699 14 12936 229 178172
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 12 Pre_B_cells Pre_B_cells 0.0292817 0.0185054 0.0701074 0.0701074 3352 191351 0.0175175 235 12464 3117 175535
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 13 Pro_B_cells Pro_B_cells 0.0018509 0.0009401 0.0591133 0.0591133 203 191351 0.0010609 12 12752 191 178396
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 14 pDCs pDCs 0.0066541 0.0035012 0.0668693 0.0668693 658 191351 0.0034387 44 12523 614 178170
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 15 ungated ungated 0.1208588 0.6201309 0.0669538 0.0669538 118888 191351 0.6213085 7960 4876 110928 67587
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 1 Basophils Basophils 0.0053763 0.0028300 0.0536398 0.0536398 261 74276 0.0035139 14 4933 247 69082
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0100223 0.0054900 0.0574468 0.0574468 470 74276 0.0063278 27 4891 443 68915
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0260290 0.0165153 0.0613968 0.0613968 1303 74276 0.0175427 80 4764 1223 68209
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0023319 0.0011943 0.0491803 0.0491803 122 74276 0.0016425 6 5018 116 69136
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0322152 0.0202378 0.0789260 0.0789260 1229 74276 0.0165464 97 4696 1132 68351
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0084615 0.0044444 0.0880000 0.0880000 250 74276 0.0033658 22 4928 228 69098
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 7 CD4_T_cells CD4_T_cells 0.0837498 0.1112452 0.0671524 0.0671524 8235 74276 0.1108703 553 4418 7682 61623
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 8 CD8_T_cells CD8_T_cells 0.0792765 0.0951511 0.0679415 0.0679415 6903 74276 0.0929372 469 4460 6434 62913
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 9 Mature_B_cells Mature_B_cells 0.0580687 0.0534428 0.0635714 0.0635714 4200 74276 0.0565459 267 4729 3933 65347
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 10 Monocytes Monocytes 0.0718227 0.0718731 0.0717723 0.0717723 4988 74276 0.0671549 358 4623 4630 64665
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.0007725 0.0003929 0.0229885 0.0229885 87 74276 0.0011713 2 5089 85 69100
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 12 Pre_B_cells Pre_B_cells 0.0470829 0.0365587 0.0661157 0.0661157 2783 74276 0.0374684 184 4849 2599 66644
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 13 Pro_B_cells Pro_B_cells 0.0060434 0.0032096 0.0516129 0.0516129 310 74276 0.0041736 16 4969 294 68997
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 14 pDCs pDCs 0.0155642 0.0087191 0.0724138 0.0724138 580 74276 0.0078087 42 4775 538 68921
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 15 ungated ungated 0.1183126 0.5629378 0.0661027 0.0661027 42555 74276 0.5729307 2813 2184 39742 29537
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 1 Basophils Basophils 0.0186722 0.5000000 0.0095137 0.0095137 946 191351 0.0049438 9 9 937 190396
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0273224 0.4807692 0.0140607 0.0140607 1778 191351 0.0092918 25 27 1753 189546
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0565627 0.5000000 0.0299769 0.0299769 2602 191351 0.0135980 78 78 2524 188671
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs NA NA 0.0000000 0.0000000 182 191351 0.0009511 0 0 182 191169
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0993031 0.4956522 0.0551791 0.0551791 2066 191351 0.0107969 114 116 1952 189169
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0263158 0.5000000 0.0135135 0.0135135 666 191351 0.0034805 9 9 657 190676
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 0.2597085 0.4957265 0.1759418 0.1759418 18131 191351 0.0947526 3190 3245 14941 169975
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 0.3184484 0.4965506 0.2343809 0.2343809 13205 191351 0.0690093 3095 3138 10110 175008
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 0.4172023 0.4847931 0.3661526 0.3661526 12320 191351 0.0643843 4511 4794 7809 174237
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 10 Monocytes Monocytes 0.0943661 0.4964539 0.0521383 0.0521383 16111 191351 0.0841961 840 852 15271 174388
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0313725 0.3333333 0.0164609 0.0164609 243 191351 0.0012699 4 8 239 191100
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 0.1061853 0.4819277 0.0596659 0.0596659 3352 191351 0.0175175 200 215 3152 187784
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 0.0285714 0.4285714 0.0147783 0.0147783 203 191351 0.0010609 3 4 200 191144
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 14 pDCs pDCs 0.0436047 0.5000000 0.0227964 0.0227964 658 191351 0.0034387 15 15 643 190678
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 15 ungated ungated 0.7448571 0.6379627 0.8947833 0.8947833 118888 191351 0.6213085 106379 60369 12509 12094
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 1 Basophils Basophils 0.1812500 0.4915254 0.1111111 0.1111111 261 74276 0.0035139 29 30 232 73985
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.2666667 0.4914286 0.1829787 0.1829787 470 74276 0.0063278 86 89 384 73717
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3440644 0.4992701 0.2624712 0.2624712 1303 74276 0.0175427 342 343 961 72630
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 0.5000000 0.0081967 0.0081967 122 74276 0.0016425 1 1 121 74153
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.2379182 0.4987013 0.1562246 0.1562246 1229 74276 0.0165464 192 193 1037 72854
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0938628 0.4814815 0.0520000 0.0520000 250 74276 0.0033658 13 14 237 74012
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 0.4334433 0.4996037 0.3827565 0.3827565 8235 74276 0.1108703 3152 3157 5083 62884
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 0.4360669 0.4992526 0.3870781 0.3870781 6903 74276 0.0929372 2672 2680 4231 64693
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 0.3806718 0.4992272 0.3076190 0.3076190 4200 74276 0.0565459 1292 1296 2908 68780
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 10 Monocytes Monocytes 0.3550799 0.4974711 0.2760626 0.2760626 4988 74276 0.0671549 1377 1391 3611 67897
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.3255814 0.5000000 0.2413793 0.2413793 87 74276 0.0011713 21 21 66 74168
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 0.3698538 0.4945848 0.2953647 0.2953647 2783 74276 0.0374684 822 840 1961 70653
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 0.0935673 0.5000000 0.0516129 0.0516129 310 74276 0.0041736 16 16 294 73950
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 14 pDCs pDCs 0.0136054 0.5000000 0.0068966 0.0068966 580 74276 0.0078087 4 4 576 73692
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 15 ungated ungated 0.6715734 0.5995164 0.7633181 0.7633181 42555 74276 0.5729307 32483 21699 10072 10022
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 1 Basophils Basophils 0.4791878 0.3151920 0.9989418 0.9989418 945 182105 0.0051893 944 2051 1 179109
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5408096 0.3835294 0.9167604 0.9167604 1778 182105 0.0097636 1630 2620 148 177707
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5056076 0.3434922 0.9575214 0.9575214 2566 182105 0.0140908 2457 4696 109 174843
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0037106 0.0028011 0.0054945 0.0054945 182 182105 0.0009994 1 356 181 181567
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5462591 0.3776418 0.9869186 0.9869186 2064 182105 0.0113341 2037 3357 27 176684
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5738359 0.4071743 0.9714715 0.9714715 666 182105 0.0036572 647 942 19 180497
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 0.5522656 0.3836604 0.9852470 0.9852470 18098 182105 0.0993822 17831 28645 267 135362
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 0.5742013 0.4031172 0.9975752 0.9975752 13197 182105 0.0724692 13165 19493 32 149415
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 0.6001607 0.4355397 0.9648421 0.9648421 12003 182105 0.0659125 11581 15009 422 155093
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 10 Monocytes Monocytes 0.5871660 0.4156589 0.9996271 0.9996271 16092 182105 0.0883666 16086 22614 6 143399
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0375783 0.0381356 0.0370370 0.0370370 243 182105 0.0013344 9 227 234 181635
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 0.5044029 0.3392208 0.9831376 0.9831376 3321 182105 0.0182367 3265 6360 56 172424
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 0.0829187 0.0625000 0.1231527 0.1231527 203 182105 0.0011147 25 375 178 181527
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 14 pDCs pDCs 0.4551328 0.2976526 0.9664634 0.9664634 656 182105 0.0036023 634 1496 22 179953
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 15 ungated ungated 0.0517938 0.8285473 0.0267324 0.0267324 110091 182105 0.6045468 2943 609 107148 71405
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 1 Basophils Basophils 0.5801354 0.4112000 0.9846743 0.9846743 261 73294 0.0035610 257 368 4 72665
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5095207 0.3684710 0.8255319 0.8255319 470 73294 0.0064125 388 665 82 72159
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5557040 0.4257061 0.8000000 0.8000000 1300 73294 0.0177368 1040 1403 260 70591
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0148478 0.0081633 0.0819672 0.0819672 122 73294 0.0016645 10 1215 112 71957
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.6142932 0.4531008 0.9535073 0.9535073 1226 73294 0.0167272 1169 1411 57 70657
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.6024096 0.4310345 1.0000000 1.0000000 250 73294 0.0034109 250 330 0 72714
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 0.6266565 0.4564771 0.9991500 0.9991500 8235 73294 0.1123557 8228 9797 7 55262
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 0.6316609 0.4619354 0.9985514 0.9985514 6903 73294 0.0941823 6893 8029 10 58362
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 0.6403911 0.4714350 0.9980952 0.9980952 4200 73294 0.0573035 4192 4700 8 64394
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 10 Monocytes Monocytes 0.5765019 0.4088658 0.9771268 0.9771268 4984 73294 0.0680001 4870 7041 114 61269
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.4661654 0.3463687 0.7126437 0.7126437 87 73294 0.0011870 62 117 25 73090
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 0.6208982 0.4508050 0.9971223 0.9971223 2780 73294 0.0379294 2772 3377 8 67137
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 0.5727788 0.4050802 0.9774194 0.9774194 310 73294 0.0042295 303 445 7 72539
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 14 pDCs pDCs 0.5277525 0.3584672 1.0000000 1.0000000 580 73294 0.0079133 580 1038 0 71676
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 15 ungated ungated 0.0992033 0.9296075 0.0523974 0.0523974 41586 73294 0.5673861 2179 165 39407 31543
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 1 Basophils Basophils 0.4436160 0.3966667 0.5031712 0.5031712 946 191351 0.0049438 476 724 470 189681
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0154782 0.4516129 0.0078740 0.0078740 1778 191351 0.0092918 14 17 1764 189556
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.1037136 0.4005168 0.0595696 0.0595696 2602 191351 0.0135980 155 232 2447 188517
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0421053 0.5000000 0.0219780 0.0219780 182 191351 0.0009511 4 4 178 191165
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3766439 0.4124424 0.3465634 0.3465634 2066 191351 0.0107969 716 1020 1350 188265
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.3752094 0.4242424 0.3363363 0.3363363 666 191351 0.0034805 224 304 442 190381
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 0.0181210 0.4087591 0.0092659 0.0092659 18131 191351 0.0947526 168 243 17963 172977
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 0.4507510 0.4225977 0.4829231 0.4829231 13205 191351 0.0690093 6377 8713 6828 169433
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 0.0001623 0.2500000 0.0000812 0.0000812 12320 191351 0.0643843 1 3 12319 179028
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 10 Monocytes Monocytes 0.4235172 0.4782099 0.3800509 0.3800509 16111 191351 0.0841961 6123 6681 9988 168559
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.4924623 0.4152542 0.6049383 0.6049383 243 191351 0.0012699 147 207 96 190901
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 0.0321562 0.4274809 0.0167064 0.0167064 3352 191351 0.0175175 56 75 3296 187924
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 0.0796460 0.3913043 0.0443350 0.0443350 203 191351 0.0010609 9 14 194 191134
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 14 pDCs pDCs 0.3098859 0.4137056 0.2477204 0.2477204 658 191351 0.0034387 163 231 495 190462
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 15 ungated ungated 0.7250179 0.6348499 0.8450390 0.8450390 118888 191351 0.6213085 100465 57785 18423 14678
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 1 Basophils Basophils 0.2000000 0.3394495 0.1417625 0.1417625 261 74276 0.0035139 37 72 224 73943
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0950570 0.4464286 0.0531915 0.0531915 470 74276 0.0063278 25 31 445 73775
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5468562 0.3985253 0.8710668 0.8710668 1303 74276 0.0175427 1135 1713 168 71260
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.3570058 0.2330827 0.7622951 0.7622951 122 74276 0.0016425 93 306 29 73848
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1516393 0.4723404 0.0903173 0.0903173 1229 74276 0.0165464 111 124 1118 72923
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5164319 0.4241645 0.6600000 0.6600000 250 74276 0.0033658 165 224 85 73802
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 0.3868833 0.4903094 0.3194900 0.3194900 8235 74276 0.1108703 2631 2735 5604 63306
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 0.4968190 0.4958869 0.4977546 0.4977546 6903 74276 0.0929372 3436 3493 3467 63880
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 0.1111816 0.4952919 0.0626190 0.0626190 4200 74276 0.0565459 263 268 3937 69808
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 10 Monocytes Monocytes 0.0420972 0.4621849 0.0220529 0.0220529 4988 74276 0.0671549 110 128 4878 69160
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.3134328 0.4468085 0.2413793 0.2413793 87 74276 0.0011713 21 26 66 74163
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 0.2768041 0.4895169 0.1929572 0.1929572 2783 74276 0.0374684 537 560 2246 70933
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 0.1853659 0.3800000 0.1225806 0.1225806 310 74276 0.0041736 38 62 272 73904
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 14 pDCs pDCs 0.0169492 0.5000000 0.0086207 0.0086207 580 74276 0.0078087 5 5 575 73691
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 15 ungated ungated 0.6699839 0.5899109 0.7752086 0.7752086 42555 74276 0.5729307 32989 22933 9566 8788
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 1 Basophils Basophils 0.1659681 0.2836676 0.1172986 0.1172986 844 151617 0.0055667 99 250 745 150523
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5257785 0.3730082 0.8904899 0.8904899 1735 151617 0.0114433 1545 2597 190 147285
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.4259879 0.3137951 0.6630525 0.6630525 2398 151617 0.0158162 1590 3477 808 145742
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2393162 0.3373494 0.1854305 0.1854305 151 151617 0.0009959 28 55 123 151411
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3343313 0.3000448 0.3774648 0.3774648 1775 151617 0.0117071 670 1563 1105 148279
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2382336 0.1750640 0.3727273 0.3727273 550 151617 0.0036276 205 966 345 150101
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 0.2572030 0.4152057 0.1863060 0.1863060 12458 151617 0.0821676 2321 3269 10137 135890
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 8 CD8_T_cells CD8_T_cells 0.4075575 0.4199566 0.3958695 0.3958695 9781 151617 0.0645112 3872 5348 5909 136488
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 9 Mature_B_cells Mature_B_cells 0.5338395 0.4181153 0.7381385 0.7381385 9906 151617 0.0653357 7312 10176 2594 131535
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 10 Monocytes Monocytes 0.4641282 0.4105909 0.5337205 0.5337205 12915 151617 0.0851817 6893 9895 6022 128807
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.4986072 0.3683128 0.7715517 0.7715517 232 151617 0.0015302 179 307 53 151078
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 12 Pre_B_cells Pre_B_cells 0.2834683 0.3630262 0.2325127 0.2325127 2559 151617 0.0168781 595 1044 1964 148014
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 13 Pro_B_cells Pro_B_cells 0.0903226 0.0724138 0.1200000 0.1200000 175 151617 0.0011542 21 269 154 151173
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 14 pDCs pDCs 0.2254727 0.1438980 0.5205931 0.5205931 607 151617 0.0040035 316 1880 291 149130
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 15 ungated ungated 0.6226068 0.6616907 0.5878825 0.5878825 95531 151617 0.6300811 56161 28714 39370 27372
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 1 Basophils Basophils 0.3279099 0.2186978 0.6550000 0.6550000 200 52882 0.0037820 131 468 69 52214
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.1419878 0.4216867 0.0853659 0.0853659 410 52882 0.0077531 35 48 375 52424
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3505798 0.3508929 0.3502674 0.3502674 1122 52882 0.0212170 393 727 729 51033
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2562674 0.1818182 0.4339623 0.4339623 106 52882 0.0020045 46 207 60 52569
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3539232 0.4108527 0.3108504 0.3108504 1023 52882 0.0193450 318 456 705 51403
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2570016 0.1577351 0.6933333 0.6933333 225 52882 0.0042548 156 833 69 51824
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 7 CD4_T_cells CD4_T_cells 0.5247673 0.4740449 0.5876448 0.5876448 3885 52882 0.0734655 2283 2533 1602 46464
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 8 CD8_T_cells CD8_T_cells 0.5465347 0.4819558 0.6310976 0.6310976 4592 52882 0.0868348 2898 3115 1694 45175
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 9 Mature_B_cells Mature_B_cells 0.5714656 0.4794342 0.7072231 0.7072231 3115 52882 0.0589047 2203 2392 912 47375
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 10 Monocytes Monocytes 0.5367723 0.3872820 0.8742199 0.8742199 4166 52882 0.0787792 3642 5762 524 42954
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5259939 0.3583333 0.9885057 0.9885057 87 52882 0.0016452 86 154 1 52641
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 12 Pre_B_cells Pre_B_cells 0.6038050 0.4581665 0.8851792 0.8851792 2456 52882 0.0464430 2174 2571 282 47855
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 13 Pro_B_cells Pro_B_cells 0.3588477 0.2311771 0.8014706 0.8014706 272 52882 0.0051435 218 725 54 51885
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 14 pDCs pDCs 0.4614135 0.3645700 0.6283186 0.6283186 452 52882 0.0085473 284 495 168 51935
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 15 ungated ungated 0.4639752 0.6392264 0.3641416 0.3641416 30771 52882 0.5818804 11205 6324 19566 15787
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 1 Basophils Basophils 0.0085000 0.0045666 0.0613108 0.0613108 946 191351 0.0049438 58 12643 888 177762
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0164127 0.0093531 0.0669291 0.0669291 1778 191351 0.0092918 119 12604 1659 176969
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0243838 0.0146989 0.0714835 0.0714835 2602 191351 0.0135980 186 12468 2416 176281
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0013788 0.0006991 0.0494505 0.0494505 182 191351 0.0009511 9 12864 173 178305
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0165761 0.0096412 0.0590513 0.0590513 2066 191351 0.0107969 122 12532 1944 176753
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0071259 0.0037482 0.0720721 0.0720721 666 191351 0.0034805 48 12758 618 177927
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 7 CD4_T_cells CD4_T_cells 0.0779856 0.0936871 0.0667917 0.0667917 18131 191351 0.0947526 1211 11715 16920 161505
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 8 CD8_T_cells CD8_T_cells 0.0677613 0.0690007 0.0665657 0.0665657 13205 191351 0.0690093 879 11860 12326 166286
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 9 Mature_B_cells Mature_B_cells 0.0664266 0.0655091 0.0673701 0.0673701 12320 191351 0.0643843 830 11840 11490 167191
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 10 Monocytes Monocytes 0.0748789 0.0846040 0.0671591 0.0671591 16111 191351 0.0841961 1082 11707 15029 163533
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0021223 0.0010811 0.0576132 0.0576132 243 191351 0.0012699 14 12936 229 178172
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 12 Pre_B_cells Pre_B_cells 0.0292817 0.0185054 0.0701074 0.0701074 3352 191351 0.0175175 235 12464 3117 175535
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 13 Pro_B_cells Pro_B_cells 0.0018509 0.0009401 0.0591133 0.0591133 203 191351 0.0010609 12 12752 191 178396
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 14 pDCs pDCs 0.0066541 0.0035012 0.0668693 0.0668693 658 191351 0.0034387 44 12523 614 178170
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 15 ungated ungated 0.1208588 0.6201309 0.0669538 0.0669538 118888 191351 0.6213085 7960 4876 110928 67587
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 1 Basophils Basophils 0.0053763 0.0028300 0.0536398 0.0536398 261 74276 0.0035139 14 4933 247 69082
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0100223 0.0054900 0.0574468 0.0574468 470 74276 0.0063278 27 4891 443 68915
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0260290 0.0165153 0.0613968 0.0613968 1303 74276 0.0175427 80 4764 1223 68209
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0023319 0.0011943 0.0491803 0.0491803 122 74276 0.0016425 6 5018 116 69136
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0322152 0.0202378 0.0789260 0.0789260 1229 74276 0.0165464 97 4696 1132 68351
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0084615 0.0044444 0.0880000 0.0880000 250 74276 0.0033658 22 4928 228 69098
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 7 CD4_T_cells CD4_T_cells 0.0837498 0.1112452 0.0671524 0.0671524 8235 74276 0.1108703 553 4418 7682 61623
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 8 CD8_T_cells CD8_T_cells 0.0792765 0.0951511 0.0679415 0.0679415 6903 74276 0.0929372 469 4460 6434 62913
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 9 Mature_B_cells Mature_B_cells 0.0580687 0.0534428 0.0635714 0.0635714 4200 74276 0.0565459 267 4729 3933 65347
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 10 Monocytes Monocytes 0.0718227 0.0718731 0.0717723 0.0717723 4988 74276 0.0671549 358 4623 4630 64665
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.0007725 0.0003929 0.0229885 0.0229885 87 74276 0.0011713 2 5089 85 69100
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 12 Pre_B_cells Pre_B_cells 0.0470829 0.0365587 0.0661157 0.0661157 2783 74276 0.0374684 184 4849 2599 66644
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 13 Pro_B_cells Pro_B_cells 0.0060434 0.0032096 0.0516129 0.0516129 310 74276 0.0041736 16 4969 294 68997
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 14 pDCs pDCs 0.0155642 0.0087191 0.0724138 0.0724138 580 74276 0.0078087 42 4775 538 68921
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 15 ungated ungated 0.1183126 0.5629378 0.0661027 0.0661027 42555 74276 0.5729307 2813 2184 39742 29537
dataset_name-Samusik_seed-42 cyanno num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1441792 0.9517685 0.0779974 0.0779974 3795 755903 0.0050205 296 15 3499 752093
dataset_name-Samusik_seed-42 cyanno num-1 run0 2 Basophils Basophils 0.7874922 0.9153707 0.6909637 0.6909637 3663 755903 0.0048459 2531 234 1132 752006
dataset_name-Samusik_seed-42 cyanno num-1 run0 3 CD4 T cells CD4 T cells 0.9301151 0.9536136 0.9077469 0.9077469 5073 755903 0.0067112 4605 224 468 750606
dataset_name-Samusik_seed-42 cyanno num-1 run0 4 CD8 T cells CD8 T cells 0.9772196 0.9817646 0.9727165 0.9727165 10959 755903 0.0144979 10660 198 299 744746
dataset_name-Samusik_seed-42 cyanno num-1 run0 5 CLP CLP NA NA 0.0000000 0.0000000 434 755903 0.0005741 0 0 434 755469
dataset_name-Samusik_seed-42 cyanno num-1 run0 6 CMP CMP 0.0621762 0.9677419 0.0321199 0.0321199 1868 755903 0.0024712 60 2 1808 754033
dataset_name-Samusik_seed-42 cyanno num-1 run0 7 Classical Monocytes Classical Monocytes 0.9520196 0.9403364 0.9639967 0.9639967 90575 755903 0.1198236 87314 5540 3261 659788
dataset_name-Samusik_seed-42 cyanno num-1 run0 8 Eosinophils Eosinophils 0.9570193 0.9412042 0.9733751 0.9733751 47249 755903 0.0625067 45991 2873 1258 705781
dataset_name-Samusik_seed-42 cyanno num-1 run0 9 GMP GMP 0.5928756 0.8089543 0.4678964 0.4678964 5638 755903 0.0074586 2638 623 3000 749642
dataset_name-Samusik_seed-42 cyanno num-1 run0 10 HSC HSC NA NA 0.0000000 0.0000000 26 755903 0.0000344 0 0 26 755877
dataset_name-Samusik_seed-42 cyanno num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9374986 0.9264008 0.9488655 0.9488655 43630 755903 0.0577190 41399 3289 2231 708984
dataset_name-Samusik_seed-42 cyanno num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9832504 0.9756669 0.9909527 0.9909527 102572 755903 0.1356947 101644 2535 928 650796
dataset_name-Samusik_seed-42 cyanno num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.9030924 0.9170445 0.8895586 0.8895586 18417 755903 0.0243642 16383 1482 2034 736004
dataset_name-Samusik_seed-42 cyanno num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9492784 0.9332414 0.9658762 0.9658762 75695 755903 0.1001385 73112 5230 2583 674978
dataset_name-Samusik_seed-42 cyanno num-1 run0 15 MEP MEP 0.6260954 0.7933374 0.5170889 0.5170889 4974 755903 0.0065802 2572 670 2402 750259
dataset_name-Samusik_seed-42 cyanno num-1 run0 16 MPP MPP 0.1202003 0.9350649 0.0642284 0.0642284 1121 755903 0.0014830 72 5 1049 754777
dataset_name-Samusik_seed-42 cyanno num-1 run0 17 Macrophages Macrophages 0.5068421 0.8280310 0.3651877 0.3651877 2637 755903 0.0034885 963 200 1674 753066
dataset_name-Samusik_seed-42 cyanno num-1 run0 18 NK cells NK cells 0.7695552 0.9387278 0.6520468 0.6520468 3078 755903 0.0040720 2007 131 1071 752694
dataset_name-Samusik_seed-42 cyanno num-1 run0 19 NKT cells NKT cells 0.9336360 0.9528482 0.9151832 0.9151832 7640 755903 0.0101071 6992 346 648 747917
dataset_name-Samusik_seed-42 cyanno num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9537961 0.9552154 0.9523810 0.9523810 7077 755903 0.0093623 6740 316 337 748510
dataset_name-Samusik_seed-42 cyanno num-1 run0 21 Plasma Cells Plasma Cells 0.3208837 0.9355828 0.1936508 0.1936508 1575 755903 0.0020836 305 21 1270 754307
dataset_name-Samusik_seed-42 cyanno num-1 run0 22 gd T cells gd T cells 0.1727749 1.0000000 0.0945559 0.0945559 349 755903 0.0004617 33 0 316 755554
dataset_name-Samusik_seed-42 cyanno num-1 run0 23 mDCs mDCs 0.5035765 0.8421053 0.3591837 0.3591837 980 755903 0.0012965 352 66 628 754857
dataset_name-Samusik_seed-42 cyanno num-1 run0 24 pDCs pDCs 0.9810226 0.9813967 0.9806487 0.9806487 23616 755903 0.0312421 23159 439 457 731848
dataset_name-Samusik_seed-42 cyanno num-1 run0 25 ungated ungated 0.9042491 0.8916973 0.9171594 0.9171594 293262 755903 0.3879625 268968 32668 24294 429973
dataset_name-Samusik_seed-42 cyanno num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.3044538 0.9172230 0.1825186 0.1825186 3764 760931 0.0049466 687 62 3077 757105
dataset_name-Samusik_seed-42 cyanno num-2 run0 2 Basophils Basophils 0.8013141 0.8858526 0.7315053 0.7315053 3501 760931 0.0046009 2561 330 940 757100
dataset_name-Samusik_seed-42 cyanno num-2 run0 3 CD4 T cells CD4 T cells 0.9338660 0.9681709 0.9019090 0.9019090 4924 760931 0.0064710 4441 146 483 755861
dataset_name-Samusik_seed-42 cyanno num-2 run0 4 CD8 T cells CD8 T cells 0.9694981 0.9753580 0.9637082 0.9637082 10884 760931 0.0143035 10489 265 395 749782
dataset_name-Samusik_seed-42 cyanno num-2 run0 5 CLP CLP NA NA 0.0000000 0.0000000 446 760931 0.0005861 0 0 446 760485
dataset_name-Samusik_seed-42 cyanno num-2 run0 6 CMP CMP 0.2202729 0.9416667 0.1247241 0.1247241 1812 760931 0.0023813 226 14 1586 759105
dataset_name-Samusik_seed-42 cyanno num-2 run0 7 Classical Monocytes Classical Monocytes 0.9547251 0.9304847 0.9802621 0.9802621 89726 760931 0.1179161 87955 6571 1771 664634
dataset_name-Samusik_seed-42 cyanno num-2 run0 8 Eosinophils Eosinophils 0.9553804 0.9464424 0.9644888 0.9644888 45732 760931 0.0601001 44108 2496 1624 712703
dataset_name-Samusik_seed-42 cyanno num-2 run0 9 GMP GMP 0.6507200 0.8827898 0.5152657 0.5152657 5306 760931 0.0069730 2734 363 2572 755262
dataset_name-Samusik_seed-42 cyanno num-2 run0 10 HSC HSC NA NA 0.0000000 0.0000000 26 760931 0.0000342 0 0 26 760905
dataset_name-Samusik_seed-42 cyanno num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9462954 0.9285376 0.9647457 0.9647457 44647 760931 0.0586742 43073 3315 1574 712969
dataset_name-Samusik_seed-42 cyanno num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9824614 0.9775766 0.9873953 0.9873953 105437 760931 0.1385632 104108 2388 1329 653106
dataset_name-Samusik_seed-42 cyanno num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.9035078 0.9230937 0.8847359 0.8847359 19156 760931 0.0251744 16948 1412 2208 740363
dataset_name-Samusik_seed-42 cyanno num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9372408 0.9436122 0.9309549 0.9309549 75371 760931 0.0990510 70167 4193 5204 681367
dataset_name-Samusik_seed-42 cyanno num-2 run0 15 MEP MEP 0.6957233 0.7894458 0.6218926 0.6218926 4787 760931 0.0062910 2977 794 1810 755350
dataset_name-Samusik_seed-42 cyanno num-2 run0 16 MPP MPP 0.1779242 0.9473684 0.0981818 0.0981818 1100 760931 0.0014456 108 6 992 759825
dataset_name-Samusik_seed-42 cyanno num-2 run0 17 Macrophages Macrophages 0.5297096 0.8576359 0.3831920 0.3831920 2594 760931 0.0034090 994 165 1600 758172
dataset_name-Samusik_seed-42 cyanno num-2 run0 18 NK cells NK cells 0.8714734 0.9410593 0.8114698 0.8114698 2912 760931 0.0038269 2363 148 549 757871
dataset_name-Samusik_seed-42 cyanno num-2 run0 19 NKT cells NKT cells 0.9320900 0.9519669 0.9130262 0.9130262 7554 760931 0.0099273 6897 348 657 753029
dataset_name-Samusik_seed-42 cyanno num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9475446 0.9372154 0.9581041 0.9581041 7089 760931 0.0093162 6792 455 297 753387
dataset_name-Samusik_seed-42 cyanno num-2 run0 21 Plasma Cells Plasma Cells 0.3821263 0.9253731 0.2407767 0.2407767 1545 760931 0.0020304 372 30 1173 759356
dataset_name-Samusik_seed-42 cyanno num-2 run0 22 gd T cells gd T cells 0.2843137 0.9508197 0.1671470 0.1671470 347 760931 0.0004560 58 3 289 760581
dataset_name-Samusik_seed-42 cyanno num-2 run0 23 mDCs mDCs 0.3285024 0.8063241 0.2062690 0.2062690 989 760931 0.0012997 204 49 785 759893
dataset_name-Samusik_seed-42 cyanno num-2 run0 24 pDCs pDCs 0.9802801 0.9794512 0.9811105 0.9811105 23611 760931 0.0310291 23165 486 446 736834
dataset_name-Samusik_seed-42 cyanno num-2 run0 25 ungated ungated 0.9080274 0.8964431 0.9199149 0.9199149 297671 760931 0.3911932 273832 31633 23839 431627
dataset_name-Samusik_seed-42 cyanno num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1098476 0.9618644 0.0582499 0.0582499 3897 757088 0.0051474 227 9 3670 753182
dataset_name-Samusik_seed-42 cyanno num-3 run0 2 Basophils Basophils 0.7818757 0.8821332 0.7020816 0.7020816 3699 757088 0.0048858 2597 347 1102 753042
dataset_name-Samusik_seed-42 cyanno num-3 run0 3 CD4 T cells CD4 T cells 0.9314516 0.9519885 0.9117821 0.9117821 5067 757088 0.0066927 4620 233 447 751788
dataset_name-Samusik_seed-42 cyanno num-3 run0 4 CD8 T cells CD8 T cells 0.9763999 0.9774524 0.9753496 0.9753496 11156 757088 0.0147354 10881 251 275 745681
dataset_name-Samusik_seed-42 cyanno num-3 run0 5 CLP CLP NA NA 0.0000000 0.0000000 428 757088 0.0005653 0 0 428 756660
dataset_name-Samusik_seed-42 cyanno num-3 run0 6 CMP CMP 0.0918947 0.9368421 0.0483170 0.0483170 1842 757088 0.0024330 89 6 1753 755240
dataset_name-Samusik_seed-42 cyanno num-3 run0 7 Classical Monocytes Classical Monocytes 0.9577189 0.9382612 0.9780008 0.9780008 87594 757088 0.1156986 85667 5637 1927 663857
dataset_name-Samusik_seed-42 cyanno num-3 run0 8 Eosinophils Eosinophils 0.9535415 0.9460004 0.9612038 0.9612038 48845 757088 0.0645169 46950 2680 1895 705563
dataset_name-Samusik_seed-42 cyanno num-3 run0 9 GMP GMP 0.7062742 0.8562126 0.6010240 0.6010240 5469 757088 0.0072237 3287 552 2182 751067
dataset_name-Samusik_seed-42 cyanno num-3 run0 10 HSC HSC NA NA 0.0000000 0.0000000 28 757088 0.0000370 0 0 28 757060
dataset_name-Samusik_seed-42 cyanno num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9356990 0.9309781 0.9404681 0.9404681 45421 757088 0.0599943 42717 3167 2704 708500
dataset_name-Samusik_seed-42 cyanno num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9828111 0.9765559 0.9891471 0.9891471 99973 757088 0.1320494 98888 2374 1085 654741
dataset_name-Samusik_seed-42 cyanno num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8823259 0.9350530 0.8352279 0.8352279 19530 757088 0.0257962 16312 1133 3218 736425
dataset_name-Samusik_seed-42 cyanno num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9502795 0.9374547 0.9634601 0.9634601 73755 757088 0.0974193 71060 4741 2695 678592
dataset_name-Samusik_seed-42 cyanno num-3 run0 15 MEP MEP 0.7290538 0.7576348 0.7025507 0.7025507 4979 757088 0.0065765 3498 1119 1481 750990
dataset_name-Samusik_seed-42 cyanno num-3 run0 16 MPP MPP 0.1402640 0.9239130 0.0758929 0.0758929 1120 757088 0.0014794 85 7 1035 755961
dataset_name-Samusik_seed-42 cyanno num-3 run0 17 Macrophages Macrophages 0.5420561 0.8108904 0.4070927 0.4070927 2707 757088 0.0035755 1102 257 1605 754124
dataset_name-Samusik_seed-42 cyanno num-3 run0 18 NK cells NK cells 0.7891409 0.9122958 0.6952818 0.6952818 3052 757088 0.0040312 2122 204 930 753832
dataset_name-Samusik_seed-42 cyanno num-3 run0 19 NKT cells NKT cells 0.9153187 0.9562624 0.8777372 0.8777372 7672 757088 0.0101336 6734 308 938 749108
dataset_name-Samusik_seed-42 cyanno num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9503586 0.9372461 0.9638433 0.9638433 6942 757088 0.0091693 6691 448 251 749698
dataset_name-Samusik_seed-42 cyanno num-3 run0 21 Plasma Cells Plasma Cells 0.9305331 0.9419460 0.9193935 0.9193935 1253 757088 0.0016550 1152 71 101 755764
dataset_name-Samusik_seed-42 cyanno num-3 run0 22 gd T cells gd T cells 0.2194514 0.9565217 0.1239437 0.1239437 355 757088 0.0004689 44 2 311 756731
dataset_name-Samusik_seed-42 cyanno num-3 run0 23 mDCs mDCs 0.4589917 0.8543417 0.3137860 0.3137860 972 757088 0.0012839 305 52 667 756064
dataset_name-Samusik_seed-42 cyanno num-3 run0 24 pDCs pDCs 0.9796047 0.9786796 0.9805315 0.9805315 23782 757088 0.0314125 23319 508 463 732798
dataset_name-Samusik_seed-42 cyanno num-3 run0 25 ungated ungated 0.9086742 0.8981076 0.9194925 0.9194925 297550 757088 0.3930190 273595 31040 23955 428498
dataset_name-Samusik_seed-42 cyanno num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.2226389 0.9387352 0.1262962 0.1262962 3761 758138 0.0049608 475 31 3286 754346
dataset_name-Samusik_seed-42 cyanno num-4 run0 2 Basophils Basophils 0.7791595 0.9046053 0.6842687 0.6842687 3617 758138 0.0047709 2475 261 1142 754260
dataset_name-Samusik_seed-42 cyanno num-4 run0 3 CD4 T cells CD4 T cells 0.9165056 0.9544588 0.8814554 0.8814554 5112 758138 0.0067428 4506 215 606 752811
dataset_name-Samusik_seed-42 cyanno num-4 run0 4 CD8 T cells CD8 T cells 0.9766262 0.9769306 0.9763219 0.9763219 11234 758138 0.0148179 10968 259 266 746645
dataset_name-Samusik_seed-42 cyanno num-4 run0 5 CLP CLP NA NA 0.0000000 0.0000000 434 758138 0.0005725 0 0 434 757704
dataset_name-Samusik_seed-42 cyanno num-4 run0 6 CMP CMP 0.1357649 0.9640288 0.0730245 0.0730245 1835 758138 0.0024204 134 5 1701 756298
dataset_name-Samusik_seed-42 cyanno num-4 run0 7 Classical Monocytes Classical Monocytes 0.9582935 0.9389634 0.9784364 0.9784364 88204 758138 0.1163429 86302 5610 1902 664324
dataset_name-Samusik_seed-42 cyanno num-4 run0 8 Eosinophils Eosinophils 0.9540979 0.9480198 0.9602544 0.9602544 48584 758138 0.0640833 46653 2558 1931 706996
dataset_name-Samusik_seed-42 cyanno num-4 run0 9 GMP GMP 0.6913499 0.8467095 0.5841639 0.5841639 5418 758138 0.0071465 3165 573 2253 752147
dataset_name-Samusik_seed-42 cyanno num-4 run0 10 HSC HSC NA NA 0.0000000 0.0000000 24 758138 0.0000317 0 0 24 758114
dataset_name-Samusik_seed-42 cyanno num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9381652 0.9269678 0.9496364 0.9496364 44000 758138 0.0580369 41784 3292 2216 710846
dataset_name-Samusik_seed-42 cyanno num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9827356 0.9776145 0.9879106 0.9879106 102735 758138 0.1355096 101493 2324 1242 653079
dataset_name-Samusik_seed-42 cyanno num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8954210 0.9055307 0.8855345 0.8855345 18748 758138 0.0247290 16602 1732 2146 737658
dataset_name-Samusik_seed-42 cyanno num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9378575 0.9400868 0.9356386 0.9356386 75449 758138 0.0995188 70593 4499 4856 678190
dataset_name-Samusik_seed-42 cyanno num-4 run0 15 MEP MEP 0.6988976 0.7959717 0.6229273 0.6229273 4885 758138 0.0064434 3043 780 1842 752473
dataset_name-Samusik_seed-42 cyanno num-4 run0 16 MPP MPP 0.0913706 0.9473684 0.0480000 0.0480000 1125 758138 0.0014839 54 3 1071 757010
dataset_name-Samusik_seed-42 cyanno num-4 run0 17 Macrophages Macrophages 0.4761125 0.8608095 0.3290566 0.3290566 2650 758138 0.0034954 872 141 1778 755347
dataset_name-Samusik_seed-42 cyanno num-4 run0 18 NK cells NK cells 0.8853933 0.9274225 0.8470082 0.8470082 2791 758138 0.0036814 2364 185 427 755162
dataset_name-Samusik_seed-42 cyanno num-4 run0 19 NKT cells NKT cells 0.9365207 0.9497487 0.9236561 0.9236561 7571 758138 0.0099863 6993 370 578 750197
dataset_name-Samusik_seed-42 cyanno num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9459044 0.9436620 0.9481575 0.9481575 7137 758138 0.0094139 6767 404 370 750597
dataset_name-Samusik_seed-42 cyanno num-4 run0 21 Plasma Cells Plasma Cells 0.7798550 0.9100623 0.6822430 0.6822430 1498 758138 0.0019759 1022 101 476 756539
dataset_name-Samusik_seed-42 cyanno num-4 run0 22 gd T cells gd T cells 0.0164835 1.0000000 0.0083102 0.0083102 361 758138 0.0004762 3 0 358 757777
dataset_name-Samusik_seed-42 cyanno num-4 run0 23 mDCs mDCs 0.4887218 0.8666667 0.3403141 0.3403141 955 758138 0.0012597 325 50 630 757133
dataset_name-Samusik_seed-42 cyanno num-4 run0 24 pDCs pDCs 0.9791811 0.9813088 0.9770627 0.9770627 23804 758138 0.0313980 23258 443 546 733891
dataset_name-Samusik_seed-42 cyanno num-4 run0 25 ungated ungated 0.9074230 0.8951358 0.9200523 0.9200523 296206 758138 0.3907020 272525 31926 23681 430006
dataset_name-Samusik_seed-42 cyanno num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1750297 0.9533679 0.0963603 0.0963603 3819 764362 0.0049963 368 18 3451 760525
dataset_name-Samusik_seed-42 cyanno num-5 run0 2 Basophils Basophils 0.7585079 0.9358094 0.6376891 0.6376891 3635 764362 0.0047556 2318 159 1317 760568
dataset_name-Samusik_seed-42 cyanno num-5 run0 3 CD4 T cells CD4 T cells 0.9173232 0.9573272 0.8805284 0.8805284 5223 764362 0.0068331 4599 205 624 758934
dataset_name-Samusik_seed-42 cyanno num-5 run0 4 CD8 T cells CD8 T cells 0.9686185 0.9797836 0.9577050 0.9577050 11538 764362 0.0150949 11050 228 488 752596
dataset_name-Samusik_seed-42 cyanno num-5 run0 5 CLP CLP NA NA 0.0000000 0.0000000 441 764362 0.0005770 0 0 441 763921
dataset_name-Samusik_seed-42 cyanno num-5 run0 6 CMP CMP 0.0485744 0.9387755 0.0249322 0.0249322 1845 764362 0.0024138 46 3 1799 762514
dataset_name-Samusik_seed-42 cyanno num-5 run0 7 Classical Monocytes Classical Monocytes 0.9577379 0.9442860 0.9715787 0.9715787 89264 764362 0.1167824 86727 5117 2537 669981
dataset_name-Samusik_seed-42 cyanno num-5 run0 8 Eosinophils Eosinophils 0.9565297 0.9444656 0.9689060 0.9689060 48691 764362 0.0637015 47177 2774 1514 712897
dataset_name-Samusik_seed-42 cyanno num-5 run0 9 GMP GMP 0.6436808 0.8694147 0.5110043 0.5110043 5407 764362 0.0070739 2763 415 2644 758540
dataset_name-Samusik_seed-42 cyanno num-5 run0 10 HSC HSC NA NA 0.0000000 0.0000000 27 764362 0.0000353 0 0 27 764335
dataset_name-Samusik_seed-42 cyanno num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9366287 0.9314590 0.9418562 0.9418562 45869 764362 0.0600095 43202 3179 2667 715314
dataset_name-Samusik_seed-42 cyanno num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9810965 0.9768204 0.9854101 0.9854101 106101 764362 0.1388099 104553 2481 1548 655780
dataset_name-Samusik_seed-42 cyanno num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8931273 0.9177477 0.8697933 0.8697933 18870 764362 0.0246873 16413 1471 2457 744021
dataset_name-Samusik_seed-42 cyanno num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9463547 0.9370559 0.9558400 0.9558400 74230 764362 0.0971137 70952 4766 3278 685366
dataset_name-Samusik_seed-42 cyanno num-5 run0 15 MEP MEP 0.6273778 0.7989234 0.5164790 0.5164790 4885 764362 0.0063910 2523 635 2362 758842
dataset_name-Samusik_seed-42 cyanno num-5 run0 16 MPP MPP 0.0260191 0.9375000 0.0131926 0.0131926 1137 764362 0.0014875 15 1 1122 763224
dataset_name-Samusik_seed-42 cyanno num-5 run0 17 Macrophages Macrophages 0.5633656 0.8369565 0.4245766 0.4245766 2539 764362 0.0033217 1078 210 1461 761613
dataset_name-Samusik_seed-42 cyanno num-5 run0 18 NK cells NK cells 0.8388689 0.9392265 0.7578875 0.7578875 2916 764362 0.0038149 2210 143 706 761303
dataset_name-Samusik_seed-42 cyanno num-5 run0 19 NKT cells NKT cells 0.9191564 0.9580104 0.8833312 0.8833312 7697 764362 0.0100698 6799 298 898 756367
dataset_name-Samusik_seed-42 cyanno num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9303738 0.9356765 0.9251308 0.9251308 7453 764362 0.0097506 6895 474 558 756435
dataset_name-Samusik_seed-42 cyanno num-5 run0 21 Plasma Cells Plasma Cells 0.4848763 0.8573744 0.3380192 0.3380192 1565 764362 0.0020475 529 88 1036 762709
dataset_name-Samusik_seed-42 cyanno num-5 run0 22 gd T cells gd T cells 0.0507042 1.0000000 0.0260116 0.0260116 346 764362 0.0004527 9 0 337 764016
dataset_name-Samusik_seed-42 cyanno num-5 run0 23 mDCs mDCs 0.2482639 0.8773006 0.1445905 0.1445905 989 764362 0.0012939 143 20 846 763353
dataset_name-Samusik_seed-42 cyanno num-5 run0 24 pDCs pDCs 0.9801275 0.9793750 0.9808811 0.9808811 24060 764362 0.0314772 23600 497 460 739805
dataset_name-Samusik_seed-42 cyanno num-5 run0 25 ungated ungated 0.9048001 0.8880183 0.9222284 0.9222284 295815 764362 0.3870090 272809 34402 23006 434145
dataset_name-Samusik_seed-42 cygate num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1281485 0.3967168 0.0764163 0.0764163 3795 733815 0.0051716 290 441 3505 729579
dataset_name-Samusik_seed-42 cygate num-1 run0 2 Basophils Basophils 0.6158978 0.4723684 0.8847207 0.8847207 3652 733815 0.0049767 3231 3609 421 726554
dataset_name-Samusik_seed-42 cygate num-1 run0 3 CD4 T cells CD4 T cells 0.6520026 0.4887292 0.9790968 0.9790968 5071 733815 0.0069105 4965 5194 106 723550
dataset_name-Samusik_seed-42 cygate num-1 run0 4 CD8 T cells CD8 T cells 0.7858948 0.6500090 0.9936114 0.9936114 10957 733815 0.0149316 10887 5862 70 716996
dataset_name-Samusik_seed-42 cygate num-1 run0 5 CLP CLP 0.0695072 0.0379910 0.4078341 0.4078341 434 733815 0.0005914 177 4482 257 728899
dataset_name-Samusik_seed-42 cygate num-1 run0 6 CMP CMP 0.3609037 0.2203671 0.9962527 0.9962527 1868 733815 0.0025456 1861 6584 7 725363
dataset_name-Samusik_seed-42 cygate num-1 run0 7 Classical Monocytes Classical Monocytes 0.7968095 0.6660060 0.9915499 0.9915499 89466 733815 0.1219190 88710 44487 756 599862
dataset_name-Samusik_seed-42 cygate num-1 run0 8 Eosinophils Eosinophils 0.8534955 0.8325248 0.8755501 0.8755501 47039 733815 0.0641020 41185 8285 5854 678491
dataset_name-Samusik_seed-42 cygate num-1 run0 9 GMP GMP 0.4985997 0.3326808 0.9946790 0.9946790 5638 733815 0.0076831 5608 11249 30 716928
dataset_name-Samusik_seed-42 cygate num-1 run0 10 HSC HSC 0.0666667 0.0425532 0.1538462 0.1538462 26 733815 0.0000354 4 90 22 733699
dataset_name-Samusik_seed-42 cygate num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8015643 0.6717443 0.9935823 0.9935823 43629 733815 0.0594550 43349 21183 280 669003
dataset_name-Samusik_seed-42 cygate num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9270030 0.8639381 1.0000000 1.0000000 102546 733815 0.1397437 102546 16150 0 615119
dataset_name-Samusik_seed-42 cygate num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5689236 0.3991419 0.9900635 0.9900635 18417 733815 0.0250976 18234 27449 183 687949
dataset_name-Samusik_seed-42 cygate num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8201467 0.6965506 0.9970663 0.9970663 74308 733815 0.1012626 74090 32277 218 627230
dataset_name-Samusik_seed-42 cygate num-1 run0 15 MEP MEP 0.6771491 0.5141814 0.9913550 0.9913550 4974 733815 0.0067783 4931 4659 43 724182
dataset_name-Samusik_seed-42 cygate num-1 run0 16 MPP MPP 0.3355534 0.2040501 0.9438002 0.9438002 1121 733815 0.0015276 1058 4127 63 728567
dataset_name-Samusik_seed-42 cygate num-1 run0 17 Macrophages Macrophages 0.4692522 0.3142157 0.9262918 0.9262918 2632 733815 0.0035867 2438 5321 194 725862
dataset_name-Samusik_seed-42 cygate num-1 run0 18 NK cells NK cells 0.5328766 0.3766985 0.9102731 0.9102731 3076 733815 0.0041918 2800 4633 276 726106
dataset_name-Samusik_seed-42 cygate num-1 run0 19 NKT cells NKT cells 0.6729955 0.5515770 0.8629581 0.8629581 7640 733815 0.0104113 6593 5360 1047 720815
dataset_name-Samusik_seed-42 cygate num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8451998 0.7889256 0.9101187 0.9101187 7076 733815 0.0096428 6440 1723 636 725016
dataset_name-Samusik_seed-42 cygate num-1 run0 21 Plasma Cells Plasma Cells 0.7896389 0.6712633 0.9587039 0.9587039 1574 733815 0.0021450 1509 739 65 731502
dataset_name-Samusik_seed-42 cygate num-1 run0 22 gd T cells gd T cells 0.2909424 0.1730141 0.9137931 0.9137931 348 733815 0.0004742 318 1520 30 731947
dataset_name-Samusik_seed-42 cygate num-1 run0 23 mDCs mDCs 0.6274921 0.4721053 0.9353493 0.9353493 959 733815 0.0013069 897 1003 62 731853
dataset_name-Samusik_seed-42 cygate num-1 run0 24 pDCs pDCs 0.9367800 0.9283457 0.9453691 0.9453691 23613 733815 0.0321784 22323 1723 1290 708479
dataset_name-Samusik_seed-42 cygate num-1 run0 25 ungated ungated 0.4083992 0.9896660 0.2572858 0.2572858 273956 733815 0.3733312 70485 736 203471 459123
dataset_name-Samusik_seed-42 cygate num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1634132 0.3366501 0.1078926 0.1078926 3763 706227 0.0053283 406 800 3357 701664
dataset_name-Samusik_seed-42 cygate num-2 run0 2 Basophils Basophils 0.6323802 0.4787234 0.9313021 0.9313021 3479 706227 0.0049262 3240 3528 239 699220
dataset_name-Samusik_seed-42 cygate num-2 run0 3 CD4 T cells CD4 T cells 0.6528976 0.4904563 0.9762292 0.9762292 4922 706227 0.0069694 4805 4992 117 696313
dataset_name-Samusik_seed-42 cygate num-2 run0 4 CD8 T cells CD8 T cells 0.8084741 0.6804797 0.9957736 0.9957736 10884 706227 0.0154115 10838 5089 46 690254
dataset_name-Samusik_seed-42 cygate num-2 run0 5 CLP CLP 0.0825535 0.0446009 0.5538117 0.5538117 446 706227 0.0006315 247 5291 199 700490
dataset_name-Samusik_seed-42 cygate num-2 run0 6 CMP CMP 0.3585959 0.2188413 0.9922737 0.9922737 1812 706227 0.0025657 1798 6418 14 697997
dataset_name-Samusik_seed-42 cygate num-2 run0 7 Classical Monocytes Classical Monocytes 0.8403452 0.7288460 0.9921203 0.9921203 85917 706227 0.1216564 85240 31712 677 588598
dataset_name-Samusik_seed-42 cygate num-2 run0 8 Eosinophils Eosinophils 0.8711437 0.8247374 0.9230837 0.9230837 45595 706227 0.0645614 42088 8944 3507 651688
dataset_name-Samusik_seed-42 cygate num-2 run0 9 GMP GMP 0.5613504 0.3936864 0.9777610 0.9777610 5306 706227 0.0075132 5188 7990 118 692931
dataset_name-Samusik_seed-42 cygate num-2 run0 10 HSC HSC 0.0169492 0.0087146 0.3076923 0.3076923 26 706227 0.0000368 8 910 18 705291
dataset_name-Samusik_seed-42 cygate num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7913292 0.6559359 0.9971542 0.9971542 44627 706227 0.0631907 44500 23342 127 638258
dataset_name-Samusik_seed-42 cygate num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9635342 0.9296838 0.9999429 0.9999429 105077 706227 0.1487864 105071 7947 6 593203
dataset_name-Samusik_seed-42 cygate num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5332642 0.3644287 0.9935764 0.9935764 19148 706227 0.0271131 19025 33180 123 653899
dataset_name-Samusik_seed-42 cygate num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8614563 0.7599919 0.9941874 0.9941874 67956 706227 0.0962240 67561 21336 395 616935
dataset_name-Samusik_seed-42 cygate num-2 run0 15 MEP MEP 0.7005359 0.5400724 0.9966576 0.9966576 4787 706227 0.0067783 4771 4063 16 697377
dataset_name-Samusik_seed-42 cygate num-2 run0 16 MPP MPP 0.3431080 0.2126224 0.8881818 0.8881818 1100 706227 0.0015576 977 3618 123 701509
dataset_name-Samusik_seed-42 cygate num-2 run0 17 Macrophages Macrophages 0.4770329 0.3224185 0.9165701 0.9165701 2589 706227 0.0036660 2373 4987 216 698651
dataset_name-Samusik_seed-42 cygate num-2 run0 18 NK cells NK cells 0.5049062 0.3493277 0.9103401 0.9103401 2911 706227 0.0041219 2650 4936 261 698380
dataset_name-Samusik_seed-42 cygate num-2 run0 19 NKT cells NKT cells 0.7086536 0.5687280 0.9398994 0.9398994 7554 706227 0.0106963 7100 5384 454 693289
dataset_name-Samusik_seed-42 cygate num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8543204 0.7813893 0.9422669 0.9422669 7067 706227 0.0100067 6659 1863 408 697297
dataset_name-Samusik_seed-42 cygate num-2 run0 21 Plasma Cells Plasma Cells 0.8216308 0.7295123 0.9403759 0.9403759 1543 706227 0.0021848 1451 538 92 704146
dataset_name-Samusik_seed-42 cygate num-2 run0 22 gd T cells gd T cells 0.2830189 0.1675532 0.9104046 0.9104046 346 706227 0.0004899 315 1565 31 704316
dataset_name-Samusik_seed-42 cygate num-2 run0 23 mDCs mDCs 0.6456362 0.4898936 0.9465570 0.9465570 973 706227 0.0013777 921 959 52 704295
dataset_name-Samusik_seed-42 cygate num-2 run0 24 pDCs pDCs 0.9533482 0.9252715 0.9831822 0.9831822 23487 706227 0.0332570 23092 1865 395 680875
dataset_name-Samusik_seed-42 cygate num-2 run0 25 ungated ungated 0.4478544 0.9886263 0.2894999 0.2894999 254912 706227 0.3609491 73797 849 181115 450466
dataset_name-Samusik_seed-42 cygate num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0528332 0.1233522 0.0336156 0.0336156 3897 733150 0.0053154 131 931 3766 728322
dataset_name-Samusik_seed-42 cygate num-3 run0 2 Basophils Basophils 0.6145921 0.4693848 0.8898834 0.8898834 3687 733150 0.0050290 3281 3709 406 725754
dataset_name-Samusik_seed-42 cygate num-3 run0 3 CD4 T cells CD4 T cells 0.6528178 0.4886687 0.9830274 0.9830274 5067 733150 0.0069113 4981 5212 86 722871
dataset_name-Samusik_seed-42 cygate num-3 run0 4 CD8 T cells CD8 T cells 0.7800182 0.6399196 0.9986554 0.9986554 11156 733150 0.0152165 11141 6269 15 715725
dataset_name-Samusik_seed-42 cygate num-3 run0 5 CLP CLP 0.1082315 0.0581742 0.7757009 0.7757009 428 733150 0.0005838 332 5375 96 727347
dataset_name-Samusik_seed-42 cygate num-3 run0 6 CMP CMP 0.3528622 0.2142774 0.9989142 0.9989142 1842 733150 0.0025124 1840 6747 2 724561
dataset_name-Samusik_seed-42 cygate num-3 run0 7 Classical Monocytes Classical Monocytes 0.8427814 0.7310034 0.9949140 0.9949140 85922 733150 0.1171957 85485 31457 437 615771
dataset_name-Samusik_seed-42 cygate num-3 run0 8 Eosinophils Eosinophils 0.8594823 0.8267776 0.8948808 0.8948808 48621 733150 0.0663179 43510 9116 5111 675413
dataset_name-Samusik_seed-42 cygate num-3 run0 9 GMP GMP 0.4772013 0.3134791 0.9989029 0.9989029 5469 733150 0.0074596 5463 11964 6 715717
dataset_name-Samusik_seed-42 cygate num-3 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 28 733150 0.0000382 0 126 28 732996
dataset_name-Samusik_seed-42 cygate num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7944615 0.6615682 0.9941657 0.9941657 45421 733150 0.0619532 45156 23100 265 664629
dataset_name-Samusik_seed-42 cygate num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9296477 0.8687173 0.9997699 0.9997699 99942 733150 0.1363186 99919 15100 23 618108
dataset_name-Samusik_seed-42 cygate num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.4888990 0.3248459 0.9877112 0.9877112 19530 733150 0.0266385 19290 40092 240 673528
dataset_name-Samusik_seed-42 cygate num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8074267 0.6804240 0.9927202 0.9927202 71843 733150 0.0979922 71320 33497 523 627810
dataset_name-Samusik_seed-42 cygate num-3 run0 15 MEP MEP 0.6712878 0.5072925 0.9919663 0.9919663 4979 733150 0.0067912 4939 4797 40 723374
dataset_name-Samusik_seed-42 cygate num-3 run0 16 MPP MPP 0.3927894 0.2493976 0.9241071 0.9241071 1120 733150 0.0015277 1035 3115 85 728915
dataset_name-Samusik_seed-42 cygate num-3 run0 17 Macrophages Macrophages 0.4601917 0.3064180 0.9237884 0.9237884 2703 733150 0.0036868 2497 5652 206 724795
dataset_name-Samusik_seed-42 cygate num-3 run0 18 NK cells NK cells 0.5180712 0.3615614 0.9134993 0.9134993 3052 733150 0.0041629 2788 4923 264 725175
dataset_name-Samusik_seed-42 cygate num-3 run0 19 NKT cells NKT cells 0.6708235 0.5547128 0.8484098 0.8484098 7672 733150 0.0104644 6509 5225 1163 720253
dataset_name-Samusik_seed-42 cygate num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.4639523 0.7074500 0.3451537 0.3451537 6768 733150 0.0092314 2336 966 4432 725416
dataset_name-Samusik_seed-42 cygate num-3 run0 21 Plasma Cells Plasma Cells 0.7430806 0.5963303 0.9856345 0.9856345 1253 733150 0.0017091 1235 836 18 731061
dataset_name-Samusik_seed-42 cygate num-3 run0 22 gd T cells gd T cells 0.3322718 0.2047090 0.8816901 0.8816901 355 733150 0.0004842 313 1216 42 731579
dataset_name-Samusik_seed-42 cygate num-3 run0 23 mDCs mDCs 0.6788104 0.5298897 0.9441572 0.9441572 967 733150 0.0013190 913 810 54 731373
dataset_name-Samusik_seed-42 cygate num-3 run0 24 pDCs pDCs 0.9430764 0.9208913 0.9663569 0.9663569 23779 733150 0.0324340 22979 1974 800 707397
dataset_name-Samusik_seed-42 cygate num-3 run0 25 ungated ungated 0.4150092 0.9908495 0.2624717 0.2624717 277649 733150 0.3787069 72875 673 204774 454828
dataset_name-Samusik_seed-42 cygate num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0800921 0.2979452 0.0462643 0.0462643 3761 721569 0.0052123 174 410 3587 717398
dataset_name-Samusik_seed-42 cygate num-4 run0 2 Basophils Basophils 0.6369415 0.4803327 0.9450763 0.9450763 3605 721569 0.0049961 3407 3686 198 714278
dataset_name-Samusik_seed-42 cygate num-4 run0 3 CD4 T cells CD4 T cells 0.6537288 0.4891220 0.9853258 0.9853258 5111 721569 0.0070832 5036 5260 75 711198
dataset_name-Samusik_seed-42 cygate num-4 run0 4 CD8 T cells CD8 T cells 0.7817014 0.6428121 0.9971513 0.9971513 11233 721569 0.0155675 11201 6224 32 704112
dataset_name-Samusik_seed-42 cygate num-4 run0 5 CLP CLP 0.1145729 0.0617775 0.7880184 0.7880184 434 721569 0.0006015 342 5194 92 715941
dataset_name-Samusik_seed-42 cygate num-4 run0 6 CMP CMP 0.3615005 0.2207354 0.9978202 0.9978202 1835 721569 0.0025431 1831 6464 4 713270
dataset_name-Samusik_seed-42 cygate num-4 run0 7 Classical Monocytes Classical Monocytes 0.8288225 0.7104669 0.9944936 0.9944936 86081 721569 0.1192970 85607 34887 474 600601
dataset_name-Samusik_seed-42 cygate num-4 run0 8 Eosinophils Eosinophils 0.8725280 0.8229063 0.9285182 0.9285182 48278 721569 0.0669070 44827 9647 3451 663644
dataset_name-Samusik_seed-42 cygate num-4 run0 9 GMP GMP 0.4960934 0.3302938 0.9961240 0.9961240 5418 721569 0.0075086 5397 10943 21 705208
dataset_name-Samusik_seed-42 cygate num-4 run0 10 HSC HSC 0.0222222 0.0117371 0.2083333 0.2083333 24 721569 0.0000333 5 421 19 721124
dataset_name-Samusik_seed-42 cygate num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7918160 0.6578306 0.9943409 0.9943409 44000 721569 0.0609782 43751 22757 249 654812
dataset_name-Samusik_seed-42 cygate num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9285211 0.8666301 0.9999318 0.9999318 102707 721569 0.1423384 102700 15805 7 603057
dataset_name-Samusik_seed-42 cygate num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5149563 0.3478261 0.9912524 0.9912524 18748 721569 0.0259823 18584 34845 164 667976
dataset_name-Samusik_seed-42 cygate num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8636349 0.7625876 0.9955513 0.9955513 68110 721569 0.0943915 67807 21110 303 632349
dataset_name-Samusik_seed-42 cygate num-4 run0 15 MEP MEP 0.6717241 0.5065003 0.9969294 0.9969294 4885 721569 0.0067700 4870 4745 15 711939
dataset_name-Samusik_seed-42 cygate num-4 run0 16 MPP MPP 0.4016684 0.2623978 0.8560000 0.8560000 1125 721569 0.0015591 963 2707 162 717737
dataset_name-Samusik_seed-42 cygate num-4 run0 17 Macrophages Macrophages 0.4732618 0.3179574 0.9251418 0.9251418 2645 721569 0.0036656 2447 5249 198 713675
dataset_name-Samusik_seed-42 cygate num-4 run0 18 NK cells NK cells 0.5178988 0.3656348 0.8874773 0.8874773 2755 721569 0.0038181 2445 4242 310 714572
dataset_name-Samusik_seed-42 cygate num-4 run0 19 NKT cells NKT cells 0.6679091 0.5492082 0.8520671 0.8520671 7571 721569 0.0104924 6451 5295 1120 708703
dataset_name-Samusik_seed-42 cygate num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8696735 0.7987717 0.9543885 0.9543885 6950 721569 0.0096318 6633 1671 317 712948
dataset_name-Samusik_seed-42 cygate num-4 run0 21 Plasma Cells Plasma Cells 0.7535338 0.6126201 0.9786382 0.9786382 1498 721569 0.0020760 1466 927 32 719144
dataset_name-Samusik_seed-42 cygate num-4 run0 22 gd T cells gd T cells 0.2986425 0.1784749 0.9141274 0.9141274 361 721569 0.0005003 330 1519 31 719689
dataset_name-Samusik_seed-42 cygate num-4 run0 23 mDCs mDCs 0.6438953 0.4897734 0.9395546 0.9395546 943 721569 0.0013069 886 923 57 719703
dataset_name-Samusik_seed-42 cygate num-4 run0 24 pDCs pDCs 0.9431821 0.9205295 0.9669776 0.9669776 23802 721569 0.0329865 23016 1987 786 695780
dataset_name-Samusik_seed-42 cygate num-4 run0 25 ungated ungated 0.4287549 0.9906814 0.2735781 0.2735781 269689 721569 0.3737536 73781 694 195908 451186
dataset_name-Samusik_seed-42 cygate num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0625000 0.2551595 0.0356114 0.0356114 3819 738262 0.0051730 136 397 3683 734046
dataset_name-Samusik_seed-42 cygate num-5 run0 2 Basophils Basophils 0.6424375 0.5027271 0.8896856 0.8896856 3626 738262 0.0049115 3226 3191 400 731445
dataset_name-Samusik_seed-42 cygate num-5 run0 3 CD4 T cells CD4 T cells 0.6531262 0.4892683 0.9820027 0.9820027 5223 738262 0.0070747 5129 5354 94 727685
dataset_name-Samusik_seed-42 cygate num-5 run0 4 CD8 T cells CD8 T cells 0.7847773 0.6476094 0.9956657 0.9956657 11536 738262 0.0156259 11486 6250 50 720476
dataset_name-Samusik_seed-42 cygate num-5 run0 5 CLP CLP 0.1145684 0.0616203 0.8140590 0.8140590 441 738262 0.0005973 359 5467 82 732354
dataset_name-Samusik_seed-42 cygate num-5 run0 6 CMP CMP 0.3475472 0.2103941 0.9983740 0.9983740 1845 738262 0.0024991 1842 6913 3 729504
dataset_name-Samusik_seed-42 cygate num-5 run0 7 Classical Monocytes Classical Monocytes 0.8260952 0.7057686 0.9958835 0.9958835 87938 738262 0.1191149 87576 36510 362 613814
dataset_name-Samusik_seed-42 cygate num-5 run0 8 Eosinophils Eosinophils 0.8634609 0.8273747 0.9028384 0.9028384 48548 738262 0.0657599 43831 9145 4717 680569
dataset_name-Samusik_seed-42 cygate num-5 run0 9 GMP GMP 0.5242050 0.3569612 0.9863140 0.9863140 5407 738262 0.0073240 5333 9607 74 723248
dataset_name-Samusik_seed-42 cygate num-5 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 27 738262 0.0000366 0 470 27 737765
dataset_name-Samusik_seed-42 cygate num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7821850 0.6433604 0.9974057 0.9974057 45869 738262 0.0621311 45750 25361 119 667032
dataset_name-Samusik_seed-42 cygate num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9241386 0.8589755 1.0000000 1.0000000 106062 738262 0.1436644 106062 17413 0 614787
dataset_name-Samusik_seed-42 cygate num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5102239 0.3437000 0.9897721 0.9897721 18870 738262 0.0255600 18677 35664 193 683728
dataset_name-Samusik_seed-42 cygate num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8361134 0.7194892 0.9978596 0.9978596 71481 738262 0.0968233 71328 27809 153 638972
dataset_name-Samusik_seed-42 cygate num-5 run0 15 MEP MEP 0.6840023 0.5222834 0.9907881 0.9907881 4885 738262 0.0066169 4840 4427 45 728950
dataset_name-Samusik_seed-42 cygate num-5 run0 16 MPP MPP 0.3945055 0.2491325 0.9472296 0.9472296 1137 738262 0.0015401 1077 3246 60 733879
dataset_name-Samusik_seed-42 cygate num-5 run0 17 Macrophages Macrophages 0.4665713 0.3148020 0.9009080 0.9009080 2533 738262 0.0034310 2282 4967 251 730762
dataset_name-Samusik_seed-42 cygate num-5 run0 18 NK cells NK cells 0.5131732 0.3575864 0.9084362 0.9084362 2916 738262 0.0039498 2649 4759 267 730587
dataset_name-Samusik_seed-42 cygate num-5 run0 19 NKT cells NKT cells 0.6716494 0.5517501 0.8581265 0.8581265 7697 738262 0.0104258 6605 5366 1092 725199
dataset_name-Samusik_seed-42 cygate num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8646849 0.7876682 0.9583948 0.9583948 7451 738262 0.0100926 7141 1925 310 728886
dataset_name-Samusik_seed-42 cygate num-5 run0 21 Plasma Cells Plasma Cells 0.8294879 0.7410759 0.9418530 0.9418530 1565 738262 0.0021198 1474 515 91 736182
dataset_name-Samusik_seed-42 cygate num-5 run0 22 gd T cells gd T cells 0.2915506 0.1736726 0.9075145 0.9075145 346 738262 0.0004687 314 1494 32 736422
dataset_name-Samusik_seed-42 cygate num-5 run0 23 mDCs mDCs 0.6503948 0.5022173 0.9226069 0.9226069 982 738262 0.0013302 906 898 76 736382
dataset_name-Samusik_seed-42 cygate num-5 run0 24 pDCs pDCs 0.9422836 0.9163394 0.9697398 0.9697398 24058 738262 0.0325873 23330 2130 728 712074
dataset_name-Samusik_seed-42 cygate num-5 run0 25 ungated ungated 0.3941211 0.9954311 0.2457007 0.2457007 274000 738262 0.3711420 67322 309 206678 463953
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.4882847 0.7600223 0.3596838 0.3596838 3795 755903 0.0050205 1365 431 2430 751677
dataset_name-Samusik_seed-42 dgcytof num-1 run0 2 Basophils Basophils 0.7115947 0.8781563 0.5981436 0.5981436 3663 755903 0.0048459 2191 304 1472 751936
dataset_name-Samusik_seed-42 dgcytof num-1 run0 3 CD4 T cells CD4 T cells 0.8135775 0.7438746 0.8976937 0.8976937 5073 755903 0.0067112 4554 1568 519 749262
dataset_name-Samusik_seed-42 dgcytof num-1 run0 4 CD8 T cells CD8 T cells 0.8880427 0.9282516 0.8511726 0.8511726 10959 755903 0.0144979 9328 721 1631 744223
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5 CLP CLP 0.3423423 0.3348018 0.3502304 0.3502304 434 755903 0.0005741 152 302 282 755167
dataset_name-Samusik_seed-42 dgcytof num-1 run0 6 CMP CMP 0.5975959 0.6420664 0.5588865 0.5588865 1868 755903 0.0024712 1044 582 824 753453
dataset_name-Samusik_seed-42 dgcytof num-1 run0 7 Classical Monocytes Classical Monocytes 0.9404987 0.9186705 0.9633895 0.9633895 90575 755903 0.1198236 87259 7725 3316 657603
dataset_name-Samusik_seed-42 dgcytof num-1 run0 8 Eosinophils Eosinophils 0.9427500 0.9254608 0.9606976 0.9606976 47249 755903 0.0625067 45392 3656 1857 704998
dataset_name-Samusik_seed-42 dgcytof num-1 run0 9 GMP GMP 0.7000300 0.6059663 0.8286626 0.8286626 5638 755903 0.0074586 4672 3038 966 747227
dataset_name-Samusik_seed-42 dgcytof num-1 run0 10 HSC HSC 0.1111111 0.2000000 0.0769231 0.0769231 26 755903 0.0000344 2 8 24 755869
dataset_name-Samusik_seed-42 dgcytof num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9059844 0.8706337 0.9443273 0.9443273 43630 755903 0.0577190 41201 6122 2429 706151
dataset_name-Samusik_seed-42 dgcytof num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9724650 0.9669581 0.9780349 0.9780349 102572 755903 0.1356947 100319 3428 2253 649903
dataset_name-Samusik_seed-42 dgcytof num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8595945 0.8224934 0.9002009 0.9002009 18417 755903 0.0243642 16579 3578 1838 733908
dataset_name-Samusik_seed-42 dgcytof num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9212808 0.9230892 0.9194795 0.9194795 75695 755903 0.1001385 69600 5799 6095 674409
dataset_name-Samusik_seed-42 dgcytof num-1 run0 15 MEP MEP 0.7265061 0.6087784 0.9006836 0.9006836 4974 755903 0.0065802 4480 2879 494 748050
dataset_name-Samusik_seed-42 dgcytof num-1 run0 16 MPP MPP 0.5540086 0.5997921 0.5147190 0.5147190 1121 755903 0.0014830 577 385 544 754397
dataset_name-Samusik_seed-42 dgcytof num-1 run0 17 Macrophages Macrophages 0.5696203 0.6169836 0.5290102 0.5290102 2637 755903 0.0034885 1395 866 1242 752400
dataset_name-Samusik_seed-42 dgcytof num-1 run0 18 NK cells NK cells 0.7377971 0.8355939 0.6604938 0.6604938 3078 755903 0.0040720 2033 400 1045 752425
dataset_name-Samusik_seed-42 dgcytof num-1 run0 19 NKT cells NKT cells 0.8721531 0.9352712 0.8170157 0.8170157 7640 755903 0.0101071 6242 432 1398 747831
dataset_name-Samusik_seed-42 dgcytof num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9120412 0.8992035 0.9252508 0.9252508 7077 755903 0.0093623 6548 734 529 748092
dataset_name-Samusik_seed-42 dgcytof num-1 run0 21 Plasma Cells Plasma Cells 0.2380697 0.7655172 0.1409524 0.1409524 1575 755903 0.0020836 222 68 1353 754260
dataset_name-Samusik_seed-42 dgcytof num-1 run0 22 gd T cells gd T cells 0.6910688 0.7065868 0.6762178 0.6762178 349 755903 0.0004617 236 98 113 755456
dataset_name-Samusik_seed-42 dgcytof num-1 run0 23 mDCs mDCs 0.6847984 0.6533828 0.7193878 0.7193878 980 755903 0.0012965 705 374 275 754549
dataset_name-Samusik_seed-42 dgcytof num-1 run0 24 pDCs pDCs 0.9620708 0.9392900 0.9859841 0.9859841 23616 755903 0.0312421 23285 1505 331 730782
dataset_name-Samusik_seed-42 dgcytof num-1 run0 25 ungated ungated 0.8655262 0.8835780 0.8481972 0.8481972 293262 755903 0.3879625 248744 32775 44518 429866
dataset_name-Samusik_seed-42 dgcytof num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5654250 0.7053217 0.4718385 0.4718385 3764 760931 0.0049466 1776 742 1988 756425
dataset_name-Samusik_seed-42 dgcytof num-2 run0 2 Basophils Basophils 0.7570406 0.8545259 0.6795201 0.6795201 3501 760931 0.0046009 2379 405 1122 757025
dataset_name-Samusik_seed-42 dgcytof num-2 run0 3 CD4 T cells CD4 T cells 0.8053836 0.7214274 0.9114541 0.9114541 4924 760931 0.0064710 4488 1733 436 754274
dataset_name-Samusik_seed-42 dgcytof num-2 run0 4 CD8 T cells CD8 T cells 0.8848353 0.8107550 0.9738148 0.9738148 10884 760931 0.0143035 10599 2474 285 747573
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5 CLP CLP 0.0466019 0.1739130 0.0269058 0.0269058 446 760931 0.0005861 12 57 434 760428
dataset_name-Samusik_seed-42 dgcytof num-2 run0 6 CMP CMP 0.4576779 0.7121212 0.3371965 0.3371965 1812 760931 0.0023813 611 247 1201 758872
dataset_name-Samusik_seed-42 dgcytof num-2 run0 7 Classical Monocytes Classical Monocytes 0.9200911 0.8659580 0.9814435 0.9814435 89726 760931 0.1179161 88061 13631 1665 657574
dataset_name-Samusik_seed-42 dgcytof num-2 run0 8 Eosinophils Eosinophils 0.9397744 0.9122273 0.9690370 0.9690370 45732 760931 0.0601001 44316 4264 1416 710935
dataset_name-Samusik_seed-42 dgcytof num-2 run0 9 GMP GMP 0.6958358 0.7461173 0.6519035 0.6519035 5306 760931 0.0069730 3459 1177 1847 754448
dataset_name-Samusik_seed-42 dgcytof num-2 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 26 760931 0.0000342 0 1 26 760904
dataset_name-Samusik_seed-42 dgcytof num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9011881 0.8616202 0.9445651 0.9445651 44647 760931 0.0586742 42172 6773 2475 709511
dataset_name-Samusik_seed-42 dgcytof num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9666554 0.9444263 0.9899561 0.9899561 105437 760931 0.1385632 104378 6142 1059 649352
dataset_name-Samusik_seed-42 dgcytof num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8568775 0.8253615 0.8908958 0.8908958 19156 760931 0.0251744 17066 3611 2090 738164
dataset_name-Samusik_seed-42 dgcytof num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9138272 0.8954526 0.9329716 0.9329716 75371 760931 0.0990510 70319 8210 5052 677350
dataset_name-Samusik_seed-42 dgcytof num-2 run0 15 MEP MEP 0.7090441 0.6519453 0.7771047 0.7771047 4787 760931 0.0062910 3720 1986 1067 754158
dataset_name-Samusik_seed-42 dgcytof num-2 run0 16 MPP MPP 0.6619543 0.6099617 0.7236364 0.7236364 1100 760931 0.0014456 796 509 304 759322
dataset_name-Samusik_seed-42 dgcytof num-2 run0 17 Macrophages Macrophages 0.5815455 0.6325329 0.5381650 0.5381650 2594 760931 0.0034090 1396 811 1198 757526
dataset_name-Samusik_seed-42 dgcytof num-2 run0 18 NK cells NK cells 0.7471089 0.6707650 0.8430632 0.8430632 2912 760931 0.0038269 2455 1205 457 756814
dataset_name-Samusik_seed-42 dgcytof num-2 run0 19 NKT cells NKT cells 0.8870820 0.8788981 0.8954196 0.8954196 7554 760931 0.0099273 6764 932 790 752445
dataset_name-Samusik_seed-42 dgcytof num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8846178 0.8058905 0.9803922 0.9803922 7089 760931 0.0093162 6950 1674 139 752168
dataset_name-Samusik_seed-42 dgcytof num-2 run0 21 Plasma Cells Plasma Cells 0.7693365 0.8203812 0.7242718 0.7242718 1545 760931 0.0020304 1119 245 426 759141
dataset_name-Samusik_seed-42 dgcytof num-2 run0 22 gd T cells gd T cells 0.6656394 0.7152318 0.6224784 0.6224784 347 760931 0.0004560 216 86 131 760498
dataset_name-Samusik_seed-42 dgcytof num-2 run0 23 mDCs mDCs 0.4233577 0.7611549 0.2932255 0.2932255 989 760931 0.0012997 290 91 699 759851
dataset_name-Samusik_seed-42 dgcytof num-2 run0 24 pDCs pDCs 0.9602908 0.9583263 0.9622634 0.9622634 23611 760931 0.0310291 22720 988 891 736332
dataset_name-Samusik_seed-42 dgcytof num-2 run0 25 ungated ungated 0.8506588 0.8997396 0.8066557 0.8066557 297671 760931 0.3911932 240118 26757 57553 436503
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.4861820 0.7741031 0.3543752 0.3543752 3897 757088 0.0051474 1381 403 2516 752788
dataset_name-Samusik_seed-42 dgcytof num-3 run0 2 Basophils Basophils 0.8071202 0.7350655 0.8948364 0.8948364 3699 757088 0.0048858 3310 1193 389 752196
dataset_name-Samusik_seed-42 dgcytof num-3 run0 3 CD4 T cells CD4 T cells 0.7804493 0.7026386 0.8776396 0.8776396 5067 757088 0.0066927 4447 1882 620 750139
dataset_name-Samusik_seed-42 dgcytof num-3 run0 4 CD8 T cells CD8 T cells 0.9020499 0.8802354 0.9249731 0.9249731 11156 757088 0.0147354 10319 1404 837 744528
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5 CLP CLP 0.1330561 0.6037736 0.0747664 0.0747664 428 757088 0.0005653 32 21 396 756639
dataset_name-Samusik_seed-42 dgcytof num-3 run0 6 CMP CMP 0.5771504 0.7300664 0.4771987 0.4771987 1842 757088 0.0024330 879 325 963 754921
dataset_name-Samusik_seed-42 dgcytof num-3 run0 7 Classical Monocytes Classical Monocytes 0.9347196 0.9078603 0.9632167 0.9632167 87594 757088 0.1156986 84372 8563 3222 660931
dataset_name-Samusik_seed-42 dgcytof num-3 run0 8 Eosinophils Eosinophils 0.9424153 0.9129592 0.9738356 0.9738356 48845 757088 0.0645169 47567 4535 1278 703708
dataset_name-Samusik_seed-42 dgcytof num-3 run0 9 GMP GMP 0.6953119 0.5907928 0.8447614 0.8447614 5469 757088 0.0072237 4620 3200 849 748419
dataset_name-Samusik_seed-42 dgcytof num-3 run0 10 HSC HSC NA NA 0.0000000 0.0000000 28 757088 0.0000370 0 0 28 757060
dataset_name-Samusik_seed-42 dgcytof num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8965245 0.8495575 0.9489884 0.9489884 45421 757088 0.0599943 43104 7633 2317 704034
dataset_name-Samusik_seed-42 dgcytof num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9682464 0.9454331 0.9921879 0.9921879 99973 757088 0.1320494 99192 5725 781 651390
dataset_name-Samusik_seed-42 dgcytof num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8464255 0.8523807 0.8405530 0.8405530 19530 757088 0.0257962 16416 2843 3114 734715
dataset_name-Samusik_seed-42 dgcytof num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9237910 0.8955233 0.9539014 0.9539014 73755 757088 0.0974193 70355 8208 3400 675125
dataset_name-Samusik_seed-42 dgcytof num-3 run0 15 MEP MEP 0.6656054 0.7056706 0.6298454 0.6298454 4979 757088 0.0065765 3136 1308 1843 750801
dataset_name-Samusik_seed-42 dgcytof num-3 run0 16 MPP MPP 0.4805572 0.6865672 0.3696429 0.3696429 1120 757088 0.0014794 414 189 706 755779
dataset_name-Samusik_seed-42 dgcytof num-3 run0 17 Macrophages Macrophages 0.6200401 0.6776172 0.5714813 0.5714813 2707 757088 0.0035755 1547 736 1160 753645
dataset_name-Samusik_seed-42 dgcytof num-3 run0 18 NK cells NK cells 0.7762284 0.7866756 0.7660550 0.7660550 3052 757088 0.0040312 2338 634 714 753402
dataset_name-Samusik_seed-42 dgcytof num-3 run0 19 NKT cells NKT cells 0.8498435 0.8177874 0.8845151 0.8845151 7672 757088 0.0101336 6786 1512 886 747904
dataset_name-Samusik_seed-42 dgcytof num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8994908 0.8408920 0.9668683 0.9668683 6942 757088 0.0091693 6712 1270 230 748876
dataset_name-Samusik_seed-42 dgcytof num-3 run0 21 Plasma Cells Plasma Cells 0.8617951 0.8577075 0.8659218 0.8659218 1253 757088 0.0016550 1085 180 168 755655
dataset_name-Samusik_seed-42 dgcytof num-3 run0 22 gd T cells gd T cells 0.6188198 0.7132353 0.5464789 0.5464789 355 757088 0.0004689 194 78 161 756655
dataset_name-Samusik_seed-42 dgcytof num-3 run0 23 mDCs mDCs 0.6370757 0.5520362 0.7530864 0.7530864 972 757088 0.0012839 732 594 240 755522
dataset_name-Samusik_seed-42 dgcytof num-3 run0 24 pDCs pDCs 0.9595342 0.9491525 0.9701455 0.9701455 23782 757088 0.0314125 23072 1236 710 732070
dataset_name-Samusik_seed-42 dgcytof num-3 run0 25 ungated ungated 0.8592053 0.9005880 0.8214586 0.8214586 297550 757088 0.3930190 244425 26981 53125 432557
dataset_name-Samusik_seed-42 dgcytof num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5824651 0.7332526 0.4831162 0.4831162 3761 758138 0.0049608 1817 661 1944 753716
dataset_name-Samusik_seed-42 dgcytof num-4 run0 2 Basophils Basophils 0.7929647 0.8602846 0.7354161 0.7354161 3617 758138 0.0047709 2660 432 957 754089
dataset_name-Samusik_seed-42 dgcytof num-4 run0 3 CD4 T cells CD4 T cells 0.8005312 0.7770208 0.8255086 0.8255086 5112 758138 0.0067428 4220 1211 892 751815
dataset_name-Samusik_seed-42 dgcytof num-4 run0 4 CD8 T cells CD8 T cells 0.9029976 0.8970485 0.9090262 0.9090262 11234 758138 0.0148179 10212 1172 1022 745732
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5 CLP CLP 0.1061224 0.4642857 0.0599078 0.0599078 434 758138 0.0005725 26 30 408 757674
dataset_name-Samusik_seed-42 dgcytof num-4 run0 6 CMP CMP 0.5877840 0.6409266 0.5427793 0.5427793 1835 758138 0.0024204 996 558 839 755745
dataset_name-Samusik_seed-42 dgcytof num-4 run0 7 Classical Monocytes Classical Monocytes 0.9270003 0.8756477 0.9847513 0.9847513 88204 758138 0.1163429 86859 12335 1345 657599
dataset_name-Samusik_seed-42 dgcytof num-4 run0 8 Eosinophils Eosinophils 0.9314770 0.9306731 0.9322822 0.9322822 48584 758138 0.0640833 45294 3374 3290 706180
dataset_name-Samusik_seed-42 dgcytof num-4 run0 9 GMP GMP 0.6980325 0.7195767 0.6777409 0.6777409 5418 758138 0.0071465 3672 1431 1746 751289
dataset_name-Samusik_seed-42 dgcytof num-4 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 24 758138 0.0000317 0 1 24 758113
dataset_name-Samusik_seed-42 dgcytof num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8991323 0.9057470 0.8926136 0.8926136 44000 758138 0.0580369 39275 4087 4725 710051
dataset_name-Samusik_seed-42 dgcytof num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9624487 0.9330153 0.9937996 0.9937996 102735 758138 0.1355096 102098 7330 637 648073
dataset_name-Samusik_seed-42 dgcytof num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8413184 0.7826586 0.9094837 0.9094837 18748 758138 0.0247290 17051 4735 1697 734655
dataset_name-Samusik_seed-42 dgcytof num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9183481 0.8697090 0.9727498 0.9727498 75449 758138 0.0995188 73393 10995 2056 671694
dataset_name-Samusik_seed-42 dgcytof num-4 run0 15 MEP MEP 0.7277202 0.6376097 0.8474923 0.8474923 4885 758138 0.0064434 4140 2353 745 750900
dataset_name-Samusik_seed-42 dgcytof num-4 run0 16 MPP MPP 0.4693520 0.6836735 0.3573333 0.3573333 1125 758138 0.0014839 402 186 723 756827
dataset_name-Samusik_seed-42 dgcytof num-4 run0 17 Macrophages Macrophages 0.4155776 0.6760204 0.3000000 0.3000000 2650 758138 0.0034954 795 381 1855 755107
dataset_name-Samusik_seed-42 dgcytof num-4 run0 18 NK cells NK cells 0.7860234 0.7111369 0.8785382 0.8785382 2791 758138 0.0036814 2452 996 339 754351
dataset_name-Samusik_seed-42 dgcytof num-4 run0 19 NKT cells NKT cells 0.8781603 0.9232450 0.8372738 0.8372738 7571 758138 0.0099863 6339 527 1232 750040
dataset_name-Samusik_seed-42 dgcytof num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9053745 0.8478474 0.9712764 0.9712764 7137 758138 0.0094139 6932 1244 205 749757
dataset_name-Samusik_seed-42 dgcytof num-4 run0 21 Plasma Cells Plasma Cells 0.8688420 0.8341523 0.9065421 0.9065421 1498 758138 0.0019759 1358 270 140 756370
dataset_name-Samusik_seed-42 dgcytof num-4 run0 22 gd T cells gd T cells 0.5017182 0.6606335 0.4044321 0.4044321 361 758138 0.0004762 146 75 215 757702
dataset_name-Samusik_seed-42 dgcytof num-4 run0 23 mDCs mDCs 0.5175983 0.7591093 0.3926702 0.3926702 955 758138 0.0012597 375 119 580 757064
dataset_name-Samusik_seed-42 dgcytof num-4 run0 24 pDCs pDCs 0.9572127 0.9361095 0.9792892 0.9792892 23804 758138 0.0313980 23311 1591 493 732743
dataset_name-Samusik_seed-42 dgcytof num-4 run0 25 ungated ungated 0.8526134 0.8970923 0.8123367 0.8123367 296206 758138 0.3907020 240619 27602 55587 434330
dataset_name-Samusik_seed-42 dgcytof num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5820812 0.6209558 0.5477874 0.5477874 3819 764362 0.0049963 2092 1277 1727 759266
dataset_name-Samusik_seed-42 dgcytof num-5 run0 2 Basophils Basophils 0.8080835 0.7868126 0.8305365 0.8305365 3635 764362 0.0047556 3019 818 616 759909
dataset_name-Samusik_seed-42 dgcytof num-5 run0 3 CD4 T cells CD4 T cells 0.7906736 0.7201510 0.8765078 0.8765078 5223 764362 0.0068331 4578 1779 645 757360
dataset_name-Samusik_seed-42 dgcytof num-5 run0 4 CD8 T cells CD8 T cells 0.8863302 0.8177888 0.9674120 0.9674120 11538 764362 0.0150949 11162 2487 376 750337
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5 CLP CLP 0.1639344 0.4166667 0.1020408 0.1020408 441 764362 0.0005770 45 63 396 763858
dataset_name-Samusik_seed-42 dgcytof num-5 run0 6 CMP CMP 0.5815789 0.5652174 0.5989160 0.5989160 1845 764362 0.0024138 1105 850 740 761667
dataset_name-Samusik_seed-42 dgcytof num-5 run0 7 Classical Monocytes Classical Monocytes 0.9311131 0.9380472 0.9242808 0.9242808 89264 764362 0.1167824 82505 5449 6759 669649
dataset_name-Samusik_seed-42 dgcytof num-5 run0 8 Eosinophils Eosinophils 0.9394232 0.9294617 0.9496005 0.9496005 48691 764362 0.0637015 46237 3509 2454 712162
dataset_name-Samusik_seed-42 dgcytof num-5 run0 9 GMP GMP 0.7013398 0.7056731 0.6970594 0.6970594 5407 764362 0.0070739 3769 1572 1638 757383
dataset_name-Samusik_seed-42 dgcytof num-5 run0 10 HSC HSC NA NA 0.0000000 0.0000000 27 764362 0.0000353 0 0 27 764335
dataset_name-Samusik_seed-42 dgcytof num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9014570 0.9073301 0.8956594 0.8956594 45869 764362 0.0600095 41083 4196 4786 714297
dataset_name-Samusik_seed-42 dgcytof num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9632350 0.9400377 0.9876061 0.9876061 106101 764362 0.1388099 104786 6684 1315 651577
dataset_name-Samusik_seed-42 dgcytof num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8265708 0.9036152 0.7616322 0.7616322 18870 764362 0.0246873 14372 1533 4498 743959
dataset_name-Samusik_seed-42 dgcytof num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9243290 0.8802047 0.9731106 0.9731106 74230 764362 0.0971137 72234 9831 1996 680301
dataset_name-Samusik_seed-42 dgcytof num-5 run0 15 MEP MEP 0.7267055 0.6178664 0.8820880 0.8820880 4885 764362 0.0063910 4309 2665 576 756812
dataset_name-Samusik_seed-42 dgcytof num-5 run0 16 MPP MPP 0.6174439 0.6064461 0.6288478 0.6288478 1137 764362 0.0014875 715 464 422 762761
dataset_name-Samusik_seed-42 dgcytof num-5 run0 17 Macrophages Macrophages 0.5283106 0.6392617 0.4501772 0.4501772 2539 764362 0.0033217 1143 645 1396 761178
dataset_name-Samusik_seed-42 dgcytof num-5 run0 18 NK cells NK cells 0.7629698 0.8196140 0.7136488 0.7136488 2916 764362 0.0038149 2081 458 835 760988
dataset_name-Samusik_seed-42 dgcytof num-5 run0 19 NKT cells NKT cells 0.8619445 0.8273390 0.8995713 0.8995713 7697 764362 0.0100698 6924 1445 773 755220
dataset_name-Samusik_seed-42 dgcytof num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8750762 0.8832695 0.8670334 0.8670334 7453 764362 0.0097506 6462 854 991 756055
dataset_name-Samusik_seed-42 dgcytof num-5 run0 21 Plasma Cells Plasma Cells 0.7433872 0.8038633 0.6913738 0.6913738 1565 764362 0.0020475 1082 264 483 762533
dataset_name-Samusik_seed-42 dgcytof num-5 run0 22 gd T cells gd T cells 0.5741811 0.8612717 0.4306358 0.4306358 346 764362 0.0004527 149 24 197 763992
dataset_name-Samusik_seed-42 dgcytof num-5 run0 23 mDCs mDCs 0.3407181 0.6968750 0.2254803 0.2254803 989 764362 0.0012939 223 97 766 763276
dataset_name-Samusik_seed-42 dgcytof num-5 run0 24 pDCs pDCs 0.9602510 0.9417736 0.9794680 0.9794680 24060 764362 0.0314772 23566 1457 494 738845
dataset_name-Samusik_seed-42 dgcytof num-5 run0 25 ungated ungated 0.8577844 0.8783174 0.8381894 0.8381894 295815 764362 0.3870090 247949 34351 47866 434196
dataset_name-Samusik_seed-42 lda num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0131990 0.0477387 0.0076582 0.0076582 2481 574278 0.0043202 19 379 2462 571418
dataset_name-Samusik_seed-42 lda num-1 run0 2 Basophils Basophils 0.6120097 0.4977473 0.7943630 0.7943630 3477 574278 0.0060546 2762 2787 715 568014
dataset_name-Samusik_seed-42 lda num-1 run0 3 CD4 T cells CD4 T cells 0.6522185 0.5124252 0.8968989 0.8968989 4966 574278 0.0086474 4454 4238 512 565074
dataset_name-Samusik_seed-42 lda num-1 run0 4 CD8 T cells CD8 T cells 0.7941870 0.7325425 0.8671597 0.8671597 10682 574278 0.0186007 9263 3382 1419 560214
dataset_name-Samusik_seed-42 lda num-1 run0 5 CLP CLP 0.1009174 0.0598151 0.3225806 0.3225806 341 574278 0.0005938 110 1729 231 572208
dataset_name-Samusik_seed-42 lda num-1 run0 6 CMP CMP 0.2067562 0.1460190 0.3540070 0.3540070 1435 574278 0.0024988 508 2971 927 569872
dataset_name-Samusik_seed-42 lda num-1 run0 7 Classical Monocytes Classical Monocytes 0.6102358 0.6062087 0.6143168 0.6143168 53308 574278 0.0928261 32748 21273 20560 499697
dataset_name-Samusik_seed-42 lda num-1 run0 8 Eosinophils Eosinophils 0.8314944 0.8473954 0.8161792 0.8161792 40719 574278 0.0709047 33234 5985 7485 527574
dataset_name-Samusik_seed-42 lda num-1 run0 9 GMP GMP 0.4359525 0.3365374 0.6187284 0.6187284 4923 574278 0.0085725 3046 6005 1877 563350
dataset_name-Samusik_seed-42 lda num-1 run0 10 HSC HSC 0.0222222 0.0121457 0.1304348 0.1304348 23 574278 0.0000401 3 244 20 574011
dataset_name-Samusik_seed-42 lda num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4138583 0.4794407 0.3640590 0.3640590 17423 574278 0.0303390 6343 6887 11080 549968
dataset_name-Samusik_seed-42 lda num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9451103 0.9324058 0.9581659 0.9581659 87847 574278 0.1529695 84172 6102 3675 480329
dataset_name-Samusik_seed-42 lda num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1391971 0.2502200 0.0964169 0.0964169 8847 574278 0.0154054 853 2556 7994 562875
dataset_name-Samusik_seed-42 lda num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7927286 0.7177499 0.8851999 0.8851999 59486 574278 0.1035840 52657 20707 6829 494085
dataset_name-Samusik_seed-42 lda num-1 run0 15 MEP MEP 0.4473095 0.3543731 0.6063206 0.6063206 4778 574278 0.0083200 2897 5278 1881 564222
dataset_name-Samusik_seed-42 lda num-1 run0 16 MPP MPP 0.1731343 0.1076528 0.4419695 0.4419695 853 574278 0.0014853 377 3125 476 570300
dataset_name-Samusik_seed-42 lda num-1 run0 17 Macrophages Macrophages 0.5406068 0.4376085 0.7070140 0.7070140 2495 574278 0.0043446 1764 2267 731 569516
dataset_name-Samusik_seed-42 lda num-1 run0 18 NK cells NK cells 0.4605515 0.3188387 0.8290245 0.8290245 2901 574278 0.0050516 2405 5138 496 566239
dataset_name-Samusik_seed-42 lda num-1 run0 19 NKT cells NKT cells 0.5975401 0.4898729 0.7658670 0.7658670 7295 574278 0.0127029 5587 5818 1708 561165
dataset_name-Samusik_seed-42 lda num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7933602 0.7295226 0.8694415 0.8694415 6679 574278 0.0116303 5807 2153 872 565446
dataset_name-Samusik_seed-42 lda num-1 run0 21 Plasma Cells Plasma Cells 0.8975781 0.8291105 0.9783715 0.9783715 1572 574278 0.0027374 1538 317 34 572389
dataset_name-Samusik_seed-42 lda num-1 run0 22 gd T cells gd T cells 0.3351469 0.2060201 0.8979592 0.8979592 343 574278 0.0005973 308 1187 35 572748
dataset_name-Samusik_seed-42 lda num-1 run0 23 mDCs mDCs 0.5921514 0.4485138 0.8711340 0.8711340 970 574278 0.0016891 845 1039 125 572269
dataset_name-Samusik_seed-42 lda num-1 run0 24 pDCs pDCs 0.8561843 0.9248353 0.7970211 0.7970211 22894 574278 0.0398657 18247 1483 4647 549901
dataset_name-Samusik_seed-42 lda num-1 run0 25 ungated ungated 0.6229535 0.6819966 0.5733190 0.5733190 227540 574278 0.3962193 130453 60828 97087 285910
dataset_name-Samusik_seed-42 lda num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0258752 0.0402844 0.0190583 0.0190583 1784 538304 0.0033141 34 810 1750 535710
dataset_name-Samusik_seed-42 lda num-2 run0 2 Basophils Basophils 0.5379589 0.5447385 0.5313460 0.5313460 3254 538304 0.0060449 1729 1445 1525 533605
dataset_name-Samusik_seed-42 lda num-2 run0 3 CD4 T cells CD4 T cells 0.6473312 0.5264966 0.8401518 0.8401518 4742 538304 0.0088091 3984 3583 758 529979
dataset_name-Samusik_seed-42 lda num-2 run0 4 CD8 T cells CD8 T cells 0.7569530 0.7454275 0.7688404 0.7688404 10443 538304 0.0193998 8029 2742 2414 525119
dataset_name-Samusik_seed-42 lda num-2 run0 5 CLP CLP 0.0660823 0.0425347 0.1480363 0.1480363 331 538304 0.0006149 49 1103 282 536870
dataset_name-Samusik_seed-42 lda num-2 run0 6 CMP CMP 0.1521989 0.1454678 0.1595830 0.1595830 1247 538304 0.0023165 199 1169 1048 535888
dataset_name-Samusik_seed-42 lda num-2 run0 7 Classical Monocytes Classical Monocytes 0.3754071 0.5685711 0.2802098 0.2802098 52243 538304 0.0970511 14639 11108 37604 474953
dataset_name-Samusik_seed-42 lda num-2 run0 8 Eosinophils Eosinophils 0.8275062 0.8280027 0.8270103 0.8270103 38378 538304 0.0712943 31739 6593 6639 493333
dataset_name-Samusik_seed-42 lda num-2 run0 9 GMP GMP 0.2784735 0.3466964 0.2326856 0.2326856 4014 538304 0.0074568 934 1760 3080 532530
dataset_name-Samusik_seed-42 lda num-2 run0 10 HSC HSC 0.0246914 0.0147059 0.0769231 0.0769231 26 538304 0.0000483 2 134 24 538144
dataset_name-Samusik_seed-42 lda num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4915638 0.4465116 0.5467277 0.5467277 10711 538304 0.0198977 5856 7259 4855 520334
dataset_name-Samusik_seed-42 lda num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9425155 0.9390445 0.9460124 0.9460124 85038 538304 0.1579739 80447 5222 4591 448044
dataset_name-Samusik_seed-42 lda num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1307118 0.2770062 0.0855373 0.0855373 4197 538304 0.0077967 359 937 3838 533170
dataset_name-Samusik_seed-42 lda num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.6351969 0.7458293 0.5531461 0.5531461 53908 538304 0.1001442 29819 10162 24089 474234
dataset_name-Samusik_seed-42 lda num-2 run0 15 MEP MEP 0.4315507 0.4069315 0.4593407 0.4593407 4550 538304 0.0084525 2090 3046 2460 530708
dataset_name-Samusik_seed-42 lda num-2 run0 16 MPP MPP 0.1525862 0.0919719 0.4475348 0.4475348 791 538304 0.0014694 354 3495 437 534018
dataset_name-Samusik_seed-42 lda num-2 run0 17 Macrophages Macrophages 0.5698876 0.4414017 0.8038884 0.8038884 2366 538304 0.0043953 1902 2407 464 533531
dataset_name-Samusik_seed-42 lda num-2 run0 18 NK cells NK cells 0.4332404 0.3119679 0.7087591 0.7087591 2740 538304 0.0050901 1942 4283 798 531281
dataset_name-Samusik_seed-42 lda num-2 run0 19 NKT cells NKT cells 0.5914707 0.4953271 0.7339268 0.7339268 7077 538304 0.0131468 5194 5292 1883 525935
dataset_name-Samusik_seed-42 lda num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7676538 0.7051077 0.8423761 0.8423761 6801 538304 0.0126341 5729 2396 1072 529107
dataset_name-Samusik_seed-42 lda num-2 run0 21 Plasma Cells Plasma Cells 0.8817811 0.8510896 0.9147690 0.9147690 1537 538304 0.0028553 1406 246 131 536521
dataset_name-Samusik_seed-42 lda num-2 run0 22 gd T cells gd T cells 0.3546548 0.2248996 0.8383234 0.8383234 334 538304 0.0006205 280 965 54 537005
dataset_name-Samusik_seed-42 lda num-2 run0 23 mDCs mDCs 0.6252033 0.5164540 0.7919670 0.7919670 971 538304 0.0018038 769 720 202 536613
dataset_name-Samusik_seed-42 lda num-2 run0 24 pDCs pDCs 0.8411980 0.9308397 0.7673050 0.7673050 22768 538304 0.0422958 17470 1298 5298 514238
dataset_name-Samusik_seed-42 lda num-2 run0 25 ungated ungated 0.6524102 0.6163255 0.6929829 0.6929829 218053 538304 0.4050741 151107 94067 66946 226184
dataset_name-Samusik_seed-42 lda num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0264286 0.0471338 0.0183623 0.0183623 2015 529381 0.0038063 37 748 1978 526618
dataset_name-Samusik_seed-42 lda num-3 run0 2 Basophils Basophils 0.6115352 0.4887307 0.8167658 0.8167658 3531 529381 0.0066701 2884 3017 647 522833
dataset_name-Samusik_seed-42 lda num-3 run0 3 CD4 T cells CD4 T cells 0.6493683 0.5181697 0.8695300 0.8695300 4936 529381 0.0093241 4292 3991 644 520454
dataset_name-Samusik_seed-42 lda num-3 run0 4 CD8 T cells CD8 T cells 0.7946207 0.7162528 0.8922445 0.8922445 10960 529381 0.0207034 9779 3874 1181 514547
dataset_name-Samusik_seed-42 lda num-3 run0 5 CLP CLP 0.0786298 0.0450491 0.3088685 0.3088685 327 529381 0.0006177 101 2141 226 526913
dataset_name-Samusik_seed-42 lda num-3 run0 6 CMP CMP 0.1791701 0.1452763 0.2336918 0.2336918 1395 529381 0.0026352 326 1918 1069 526068
dataset_name-Samusik_seed-42 lda num-3 run0 7 Classical Monocytes Classical Monocytes 0.5231060 0.6221222 0.4512808 0.4512808 39820 529381 0.0752199 17970 10915 21850 478646
dataset_name-Samusik_seed-42 lda num-3 run0 8 Eosinophils Eosinophils 0.8280693 0.8412491 0.8152961 0.8152961 42560 529381 0.0803958 34699 6548 7861 480273
dataset_name-Samusik_seed-42 lda num-3 run0 9 GMP GMP 0.3921442 0.3088086 0.5370821 0.5370821 4517 529381 0.0085326 2426 5430 2091 519434
dataset_name-Samusik_seed-42 lda num-3 run0 10 HSC HSC 0.0168067 0.0093458 0.0833333 0.0833333 24 529381 0.0000453 2 212 22 529145
dataset_name-Samusik_seed-42 lda num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.3132036 0.5480303 0.2192547 0.2192547 12880 529381 0.0243303 2824 2329 10056 514172
dataset_name-Samusik_seed-42 lda num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9557961 0.9320904 0.9807391 0.9807391 84264 529381 0.1591746 82641 6021 1623 439096
dataset_name-Samusik_seed-42 lda num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1919690 0.2283201 0.1656032 0.1656032 6582 529381 0.0124334 1090 3684 5492 519115
dataset_name-Samusik_seed-42 lda num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7883594 0.7152614 0.8780990 0.8780990 52477 529381 0.0991290 46080 18344 6397 458560
dataset_name-Samusik_seed-42 lda num-3 run0 15 MEP MEP 0.4425730 0.3597132 0.5750313 0.5750313 4798 529381 0.0090634 2759 4911 2039 519672
dataset_name-Samusik_seed-42 lda num-3 run0 16 MPP MPP 0.1450597 0.0888534 0.3947991 0.3947991 846 529381 0.0015981 334 3425 512 525110
dataset_name-Samusik_seed-42 lda num-3 run0 17 Macrophages Macrophages 0.5863289 0.4201832 0.9697999 0.9697999 2649 529381 0.0050040 2569 3545 80 523187
dataset_name-Samusik_seed-42 lda num-3 run0 18 NK cells NK cells 0.4445938 0.3071106 0.8049374 0.8049374 2876 529381 0.0054328 2315 5223 561 521282
dataset_name-Samusik_seed-42 lda num-3 run0 19 NKT cells NKT cells 0.6009906 0.5035507 0.7451890 0.7451890 7327 529381 0.0138407 5460 5383 1867 516671
dataset_name-Samusik_seed-42 lda num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7768634 0.7607314 0.7936944 0.7936944 6185 529381 0.0116835 4909 1544 1276 521652
dataset_name-Samusik_seed-42 lda num-3 run0 21 Plasma Cells Plasma Cells 0.8988095 0.8365651 0.9710611 0.9710611 1244 529381 0.0023499 1208 236 36 527901
dataset_name-Samusik_seed-42 lda num-3 run0 22 gd T cells gd T cells 0.3956229 0.2771226 0.6911765 0.6911765 340 529381 0.0006423 235 613 105 528428
dataset_name-Samusik_seed-42 lda num-3 run0 23 mDCs mDCs 0.6163575 0.5104749 0.7776596 0.7776596 940 529381 0.0017757 731 701 209 527740
dataset_name-Samusik_seed-42 lda num-3 run0 24 pDCs pDCs 0.8293791 0.9330289 0.7464556 0.7464556 22994 529381 0.0434356 17164 1232 5830 505155
dataset_name-Samusik_seed-42 lda num-3 run0 25 ungated ungated 0.6433679 0.6810680 0.6096226 0.6096226 212894 529381 0.4021565 129785 60776 83109 255711
dataset_name-Samusik_seed-42 lda num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0162933 0.0449438 0.0099502 0.0099502 1608 507040 0.0031713 16 340 1592 505092
dataset_name-Samusik_seed-42 lda num-4 run0 2 Basophils Basophils 0.5822002 0.5073244 0.6830046 0.6830046 3448 507040 0.0068003 2355 2287 1093 501305
dataset_name-Samusik_seed-42 lda num-4 run0 3 CD4 T cells CD4 T cells 0.6494499 0.5273695 0.8450761 0.8450761 4925 507040 0.0097132 4162 3730 763 498385
dataset_name-Samusik_seed-42 lda num-4 run0 4 CD8 T cells CD8 T cells 0.7813895 0.7259427 0.8460066 0.8460066 10968 507040 0.0216314 9279 3503 1689 492569
dataset_name-Samusik_seed-42 lda num-4 run0 5 CLP CLP 0.0956522 0.0567010 0.3055556 0.3055556 324 507040 0.0006390 99 1647 225 505069
dataset_name-Samusik_seed-42 lda num-4 run0 6 CMP CMP 0.1927835 0.1468971 0.2803598 0.2803598 1334 507040 0.0026310 374 2172 960 503534
dataset_name-Samusik_seed-42 lda num-4 run0 7 Classical Monocytes Classical Monocytes 0.5470521 0.6092146 0.4964008 0.4964008 41954 507040 0.0827430 20826 13359 21128 451727
dataset_name-Samusik_seed-42 lda num-4 run0 8 Eosinophils Eosinophils 0.8312166 0.8362892 0.8262052 0.8262052 41549 507040 0.0819442 34328 6720 7221 458771
dataset_name-Samusik_seed-42 lda num-4 run0 9 GMP GMP 0.4149735 0.3598334 0.4900709 0.4900709 4230 507040 0.0083425 2073 3688 2157 499122
dataset_name-Samusik_seed-42 lda num-4 run0 10 HSC HSC 0.0158311 0.0084270 0.1304348 0.1304348 23 507040 0.0000454 3 353 20 506664
dataset_name-Samusik_seed-42 lda num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4474796 0.4837129 0.4162963 0.4162963 8775 507040 0.0173063 3653 3899 5122 494366
dataset_name-Samusik_seed-42 lda num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9500739 0.9424348 0.9578379 0.9578379 79479 507040 0.1567509 76128 4650 3351 422911
dataset_name-Samusik_seed-42 lda num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1652248 0.2547071 0.1222696 0.1222696 3983 507040 0.0078554 487 1425 3496 501632
dataset_name-Samusik_seed-42 lda num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7200777 0.7192748 0.7208823 0.7208823 51455 507040 0.1014811 37093 14477 14362 441108
dataset_name-Samusik_seed-42 lda num-4 run0 15 MEP MEP 0.4578685 0.3925960 0.5491732 0.5491732 4596 507040 0.0090644 2524 3905 2072 498539
dataset_name-Samusik_seed-42 lda num-4 run0 16 MPP MPP 0.1479895 0.0912827 0.3907035 0.3907035 796 507040 0.0015699 311 3096 485 503148
dataset_name-Samusik_seed-42 lda num-4 run0 17 Macrophages Macrophages 0.5859807 0.4300547 0.9192897 0.9192897 2478 507040 0.0048872 2278 3019 200 501543
dataset_name-Samusik_seed-42 lda num-4 run0 18 NK cells NK cells 0.4369730 0.3033491 0.7809996 0.7809996 2621 507040 0.0051692 2047 4701 574 499718
dataset_name-Samusik_seed-42 lda num-4 run0 19 NKT cells NKT cells 0.5935072 0.4826870 0.7703786 0.7703786 7238 507040 0.0142750 5576 5976 1662 493826
dataset_name-Samusik_seed-42 lda num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7754398 0.7334900 0.8224791 0.8224791 6833 507040 0.0134763 5620 2042 1213 498165
dataset_name-Samusik_seed-42 lda num-4 run0 21 Plasma Cells Plasma Cells 0.8911628 0.8315972 0.9599198 0.9599198 1497 507040 0.0029524 1437 291 60 505252
dataset_name-Samusik_seed-42 lda num-4 run0 22 gd T cells gd T cells 0.3365222 0.2095305 0.8542857 0.8542857 350 507040 0.0006903 299 1128 51 505562
dataset_name-Samusik_seed-42 lda num-4 run0 23 mDCs mDCs 0.6153235 0.4908170 0.8244681 0.8244681 940 507040 0.0018539 775 804 165 505296
dataset_name-Samusik_seed-42 lda num-4 run0 24 pDCs pDCs 0.8424948 0.9294389 0.7704257 0.7704257 23047 507040 0.0454540 17756 1348 5291 482645
dataset_name-Samusik_seed-42 lda num-4 run0 25 ungated ungated 0.6445846 0.6677920 0.6229361 0.6229361 202589 507040 0.3995523 126200 62781 76389 241670
dataset_name-Samusik_seed-42 lda num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0319338 0.0554415 0.0224252 0.0224252 2408 550251 0.0043762 54 920 2354 546923
dataset_name-Samusik_seed-42 lda num-5 run0 2 Basophils Basophils 0.5431665 0.5425314 0.5438031 0.5438031 3413 550251 0.0062026 1856 1565 1557 545273
dataset_name-Samusik_seed-42 lda num-5 run0 3 CD4 T cells CD4 T cells 0.6501793 0.5169886 0.8758131 0.8758131 5073 550251 0.0092194 4443 4151 630 541027
dataset_name-Samusik_seed-42 lda num-5 run0 4 CD8 T cells CD8 T cells 0.7828825 0.7323671 0.8408828 0.8408828 11237 550251 0.0204216 9449 3453 1788 535561
dataset_name-Samusik_seed-42 lda num-5 run0 5 CLP CLP 0.0833333 0.0503145 0.2424242 0.2424242 330 550251 0.0005997 80 1510 250 548411
dataset_name-Samusik_seed-42 lda num-5 run0 6 CMP CMP 0.2118492 0.1620137 0.3059637 0.3059637 1157 550251 0.0021027 354 1831 803 547263
dataset_name-Samusik_seed-42 lda num-5 run0 7 Classical Monocytes Classical Monocytes 0.5901175 0.5870323 0.5932354 0.5932354 42870 550251 0.0779099 25432 17891 17438 489490
dataset_name-Samusik_seed-42 lda num-5 run0 8 Eosinophils Eosinophils 0.8400685 0.8409776 0.8391613 0.8391613 41209 550251 0.0748913 34581 6539 6628 502503
dataset_name-Samusik_seed-42 lda num-5 run0 9 GMP GMP 0.3806023 0.4118727 0.3537451 0.3537451 3805 550251 0.0069150 1346 1922 2459 544524
dataset_name-Samusik_seed-42 lda num-5 run0 10 HSC HSC NA NA 0.0000000 0.0000000 27 550251 0.0000491 0 0 27 550224
dataset_name-Samusik_seed-42 lda num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4326040 0.4641375 0.4050826 0.4050826 17668 550251 0.0321090 7157 8263 10511 524320
dataset_name-Samusik_seed-42 lda num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9363225 0.9372967 0.9353503 0.9353503 88121 550251 0.1601469 82424 5514 5697 456616
dataset_name-Samusik_seed-42 lda num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1283593 0.2595971 0.0852578 0.0852578 8011 550251 0.0145588 683 1948 7328 540292
dataset_name-Samusik_seed-42 lda num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7646737 0.7227252 0.8117918 0.8117918 53393 550251 0.0970339 43344 16629 10049 480229
dataset_name-Samusik_seed-42 lda num-5 run0 15 MEP MEP 0.4411930 0.3922615 0.5040720 0.5040720 4666 550251 0.0084798 2352 3644 2314 541941
dataset_name-Samusik_seed-42 lda num-5 run0 16 MPP MPP 0.1988274 0.1226415 0.5248991 0.5248991 743 550251 0.0013503 390 2790 353 546718
dataset_name-Samusik_seed-42 lda num-5 run0 17 Macrophages Macrophages 0.5734404 0.4302620 0.8594344 0.8594344 2369 550251 0.0043053 2036 2696 333 545186
dataset_name-Samusik_seed-42 lda num-5 run0 18 NK cells NK cells 0.4469131 0.3159644 0.7632251 0.7632251 2741 550251 0.0049814 2092 4529 649 542981
dataset_name-Samusik_seed-42 lda num-5 run0 19 NKT cells NKT cells 0.5940669 0.4912140 0.7513986 0.7513986 7329 550251 0.0133194 5507 5704 1822 537218
dataset_name-Samusik_seed-42 lda num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7826691 0.7032917 0.8822441 0.8822441 7023 550251 0.0127633 6196 2614 827 540614
dataset_name-Samusik_seed-42 lda num-5 run0 21 Plasma Cells Plasma Cells 0.8801205 0.8324786 0.9335463 0.9335463 1565 550251 0.0028442 1461 294 104 548392
dataset_name-Samusik_seed-42 lda num-5 run0 22 gd T cells gd T cells 0.3545673 0.2226415 0.8702065 0.8702065 339 550251 0.0006161 295 1030 44 548882
dataset_name-Samusik_seed-42 lda num-5 run0 23 mDCs mDCs 0.6262295 0.5186694 0.7900724 0.7900724 967 550251 0.0017574 764 709 203 548575
dataset_name-Samusik_seed-42 lda num-5 run0 24 pDCs pDCs 0.8742373 0.9210700 0.8319367 0.8319367 23509 550251 0.0427241 19558 1676 3951 525066
dataset_name-Samusik_seed-42 lda num-5 run0 25 ungated ungated 0.6481456 0.6799801 0.6191585 0.6191585 220278 550251 0.4003228 136387 64188 83891 265785
dataset_name-Samusik_seed-42 random num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0082635 0.0046614 0.0363636 0.0363636 3795 755903 0.0050205 138 29467 3657 722641
dataset_name-Samusik_seed-42 random num-1 run0 2 Basophils Basophils 0.0086391 0.0048366 0.0404040 0.0404040 3663 755903 0.0048459 148 30452 3515 721788
dataset_name-Samusik_seed-42 random num-1 run0 3 CD4 T cells CD4 T cells 0.0098879 0.0057656 0.0346935 0.0346935 5073 755903 0.0067112 176 30350 4897 720480
dataset_name-Samusik_seed-42 random num-1 run0 4 CD8 T cells CD8 T cells 0.0206512 0.0140134 0.0392372 0.0392372 10959 755903 0.0144979 430 30255 10529 714689
dataset_name-Samusik_seed-42 random num-1 run0 5 CLP CLP 0.0009949 0.0005047 0.0345622 0.0345622 434 755903 0.0005741 15 29704 419 725765
dataset_name-Samusik_seed-42 random num-1 run0 6 CMP CMP 0.0053182 0.0028241 0.0455032 0.0455032 1868 755903 0.0024712 85 30013 1783 724022
dataset_name-Samusik_seed-42 random num-1 run0 7 Classical Monocytes Classical Monocytes 0.0605150 0.1217412 0.0402650 0.0402650 90575 755903 0.1198236 3647 26310 86928 639018
dataset_name-Samusik_seed-42 random num-1 run0 8 Eosinophils Eosinophils 0.0470744 0.0606718 0.0384558 0.0384558 47249 755903 0.0625067 1817 28131 45432 680523
dataset_name-Samusik_seed-42 random num-1 run0 9 GMP GMP 0.0119682 0.0070798 0.0386662 0.0386662 5638 755903 0.0074586 218 30574 5420 719691
dataset_name-Samusik_seed-42 random num-1 run0 10 HSC HSC 0.0000659 0.0000330 0.0384615 0.0384615 26 755903 0.0000344 1 30336 25 725541
dataset_name-Samusik_seed-42 random num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0465986 0.0564506 0.0396745 0.0396745 43630 755903 0.0577190 1731 28933 41899 683340
dataset_name-Samusik_seed-42 random num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0615889 0.1350094 0.0398939 0.0398939 102572 755903 0.1356947 4092 26217 98480 627114
dataset_name-Samusik_seed-42 random num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0293172 0.0233555 0.0393658 0.0393658 18417 755903 0.0243642 725 30317 17692 707169
dataset_name-Samusik_seed-42 random num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0570820 0.1017208 0.0396724 0.0396724 75695 755903 0.1001385 3003 26519 72692 653689
dataset_name-Samusik_seed-42 random num-1 run0 15 MEP MEP 0.0111136 0.0064479 0.0402091 0.0402091 4974 755903 0.0065802 200 30818 4774 720111
dataset_name-Samusik_seed-42 random num-1 run0 16 MPP MPP 0.0029207 0.0015155 0.0401427 0.0401427 1121 755903 0.0014830 45 29649 1076 725133
dataset_name-Samusik_seed-42 random num-1 run0 17 Macrophages Macrophages 0.0063207 0.0034356 0.0394388 0.0394388 2637 755903 0.0034885 104 30167 2533 723099
dataset_name-Samusik_seed-42 random num-1 run0 18 NK cells NK cells 0.0075817 0.0041812 0.0406108 0.0406108 3078 755903 0.0040720 125 29771 2953 723054
dataset_name-Samusik_seed-42 random num-1 run0 19 NKT cells NKT cells 0.0167502 0.0105015 0.0413613 0.0413613 7640 755903 0.0101071 316 29775 7324 718488
dataset_name-Samusik_seed-42 random num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0143097 0.0088216 0.0378692 0.0378692 7077 755903 0.0093623 268 30112 6809 718714
dataset_name-Samusik_seed-42 random num-1 run0 21 Plasma Cells Plasma Cells 0.0032507 0.0017095 0.0330159 0.0330159 1575 755903 0.0020836 52 30366 1523 723962
dataset_name-Samusik_seed-42 random num-1 run0 22 gd T cells gd T cells 0.0007363 0.0003725 0.0315186 0.0315186 349 755903 0.0004617 11 29520 338 726034
dataset_name-Samusik_seed-42 random num-1 run0 23 mDCs mDCs 0.0026217 0.0013533 0.0418367 0.0418367 980 755903 0.0012965 41 30256 939 724667
dataset_name-Samusik_seed-42 random num-1 run0 24 pDCs pDCs 0.0363871 0.0322191 0.0417937 0.0417937 23616 755903 0.0312421 987 29647 22629 702640
dataset_name-Samusik_seed-42 random num-1 run0 25 ungated ungated 0.0720760 0.3898691 0.0397085 0.0397085 293262 755903 0.3879625 11645 18224 281617 444417
dataset_name-Samusik_seed-42 random num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085563 0.0048126 0.0385228 0.0385228 3764 760931 0.0049466 145 29984 3619 727183
dataset_name-Samusik_seed-42 random num-2 run0 2 Basophils Basophils 0.0083311 0.0046499 0.0399886 0.0399886 3501 760931 0.0046009 140 29968 3361 727462
dataset_name-Samusik_seed-42 random num-2 run0 3 CD4 T cells CD4 T cells 0.0111123 0.0064316 0.0408205 0.0408205 4924 760931 0.0064710 201 31051 4723 724956
dataset_name-Samusik_seed-42 random num-2 run0 4 CD8 T cells CD8 T cells 0.0200153 0.0135231 0.0384969 0.0384969 10884 760931 0.0143035 419 30565 10465 719482
dataset_name-Samusik_seed-42 random num-2 run0 5 CLP CLP 0.0011870 0.0006024 0.0403587 0.0403587 446 760931 0.0005861 18 29864 428 730621
dataset_name-Samusik_seed-42 random num-2 run0 6 CMP CMP 0.0051930 0.0027506 0.0463576 0.0463576 1812 760931 0.0023813 84 30455 1728 728664
dataset_name-Samusik_seed-42 random num-2 run0 7 Classical Monocytes Classical Monocytes 0.0605437 0.1184164 0.0406683 0.0406683 89726 760931 0.1179161 3649 27166 86077 644039
dataset_name-Samusik_seed-42 random num-2 run0 8 Eosinophils Eosinophils 0.0481047 0.0606434 0.0398627 0.0398627 45732 760931 0.0601001 1823 28238 43909 686961
dataset_name-Samusik_seed-42 random num-2 run0 9 GMP GMP 0.0128721 0.0075469 0.0437241 0.0437241 5306 760931 0.0069730 232 30509 5074 725116
dataset_name-Samusik_seed-42 random num-2 run0 10 HSC HSC 0.0000668 0.0000334 0.0384615 0.0384615 26 760931 0.0000342 1 29919 25 730986
dataset_name-Samusik_seed-42 random num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0473758 0.0592528 0.0394651 0.0394651 44647 760931 0.0586742 1762 27975 42885 688309
dataset_name-Samusik_seed-42 random num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0628558 0.1387530 0.0406309 0.0406309 105437 760931 0.1385632 4284 26591 101153 628903
dataset_name-Samusik_seed-42 random num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0335026 0.0271461 0.0437461 0.0437461 19156 760931 0.0251744 838 30032 18318 711743
dataset_name-Samusik_seed-42 random num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0570815 0.0983197 0.0402144 0.0402144 75371 760931 0.0990510 3031 27797 72340 657763
dataset_name-Samusik_seed-42 random num-2 run0 15 MEP MEP 0.0108339 0.0062731 0.0396908 0.0396908 4787 760931 0.0062910 190 30098 4597 726046
dataset_name-Samusik_seed-42 random num-2 run0 16 MPP MPP 0.0032291 0.0016728 0.0463636 0.0463636 1100 760931 0.0014456 51 30437 1049 729394
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 0.0054394 0.0029456 0.0354665 0.0354665 2594 760931 0.0034090 92 31141 2502 727196
dataset_name-Samusik_seed-42 random num-2 run0 18 NK cells NK cells 0.0068418 0.0037549 0.0384615 0.0384615 2912 760931 0.0038269 112 29716 2800 728303
dataset_name-Samusik_seed-42 random num-2 run0 19 NKT cells NKT cells 0.0151308 0.0094383 0.0381255 0.0381255 7554 760931 0.0099273 288 30226 7266 723151
dataset_name-Samusik_seed-42 random num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0147641 0.0091092 0.0389336 0.0389336 7089 760931 0.0093162 276 30023 6813 723819
dataset_name-Samusik_seed-42 random num-2 run0 21 Plasma Cells Plasma Cells 0.0033902 0.0017832 0.0343042 0.0343042 1545 760931 0.0020304 53 29669 1492 729717
dataset_name-Samusik_seed-42 random num-2 run0 22 gd T cells gd T cells 0.0012924 0.0006535 0.0576369 0.0576369 347 760931 0.0004560 20 30584 327 730000
dataset_name-Samusik_seed-42 random num-2 run0 23 mDCs mDCs 0.0027970 0.0014439 0.0444894 0.0444894 989 760931 0.0012997 44 30429 945 729513
dataset_name-Samusik_seed-42 random num-2 run0 24 pDCs pDCs 0.0356075 0.0315452 0.0408708 0.0408708 23611 760931 0.0310291 965 29626 22646 707694
dataset_name-Samusik_seed-42 random num-2 run0 25 ungated ungated 0.0721064 0.3920066 0.0397049 0.0397049 297671 760931 0.3911932 11819 18331 285852 444929
dataset_name-Samusik_seed-42 random num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085323 0.0048144 0.0374647 0.0374647 3897 757088 0.0051474 146 30180 3751 723011
dataset_name-Samusik_seed-42 random num-3 run0 2 Basophils Basophils 0.0075274 0.0042190 0.0348743 0.0348743 3699 757088 0.0048858 129 30447 3570 722942
dataset_name-Samusik_seed-42 random num-3 run0 3 CD4 T cells CD4 T cells 0.0122316 0.0071132 0.0436156 0.0436156 5067 757088 0.0066927 221 30848 4846 721173
dataset_name-Samusik_seed-42 random num-3 run0 4 CD8 T cells CD8 T cells 0.0213406 0.0145432 0.0400681 0.0400681 11156 757088 0.0147354 447 30289 10709 715643
dataset_name-Samusik_seed-42 random num-3 run0 5 CLP CLP 0.0008503 0.0004312 0.0303738 0.0303738 428 757088 0.0005653 13 30135 415 726525
dataset_name-Samusik_seed-42 random num-3 run0 6 CMP CMP 0.0043733 0.0023162 0.0390879 0.0390879 1842 757088 0.0024330 72 31013 1770 724233
dataset_name-Samusik_seed-42 random num-3 run0 7 Classical Monocytes Classical Monocytes 0.0599493 0.1154823 0.0404822 0.0404822 87594 757088 0.1156986 3546 27160 84048 642334
dataset_name-Samusik_seed-42 random num-3 run0 8 Eosinophils Eosinophils 0.0507071 0.0661506 0.0411096 0.0411096 48845 757088 0.0645169 2008 28347 46837 679896
dataset_name-Samusik_seed-42 random num-3 run0 9 GMP GMP 0.0125267 0.0074000 0.0407753 0.0407753 5469 757088 0.0072237 223 29912 5246 721707
dataset_name-Samusik_seed-42 random num-3 run0 10 HSC HSC 0.0000671 0.0000336 0.0357143 0.0357143 28 757088 0.0000370 1 29775 27 727285
dataset_name-Samusik_seed-42 random num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0493988 0.0620876 0.0410163 0.0410163 45421 757088 0.0599943 1863 28143 43558 683524
dataset_name-Samusik_seed-42 random num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0602248 0.1319019 0.0390205 0.0390205 99973 757088 0.1320494 3901 25674 96072 631441
dataset_name-Samusik_seed-42 random num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0320099 0.0262059 0.0411162 0.0411162 19530 757088 0.0257962 803 29839 18727 707719
dataset_name-Samusik_seed-42 random num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0567228 0.0983047 0.0398617 0.0398617 73755 757088 0.0974193 2940 26967 70815 656366
dataset_name-Samusik_seed-42 random num-3 run0 15 MEP MEP 0.0117807 0.0068793 0.0409721 0.0409721 4979 757088 0.0065765 204 29450 4775 722659
dataset_name-Samusik_seed-42 random num-3 run0 16 MPP MPP 0.0027347 0.0014178 0.0383929 0.0383929 1120 757088 0.0014794 43 30285 1077 725683
dataset_name-Samusik_seed-42 random num-3 run0 17 Macrophages Macrophages 0.0062728 0.0034152 0.0384189 0.0384189 2707 757088 0.0035755 104 30348 2603 724033
dataset_name-Samusik_seed-42 random num-3 run0 18 NK cells NK cells 0.0070476 0.0038874 0.0376802 0.0376802 3052 757088 0.0040312 115 29468 2937 724568
dataset_name-Samusik_seed-42 random num-3 run0 19 NKT cells NKT cells 0.0160643 0.0100575 0.0398853 0.0398853 7672 757088 0.0101336 306 30119 7366 719297
dataset_name-Samusik_seed-42 random num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0156786 0.0096126 0.0424950 0.0424950 6942 757088 0.0091693 295 30394 6647 719752
dataset_name-Samusik_seed-42 random num-3 run0 21 Plasma Cells Plasma Cells 0.0027560 0.0014356 0.0343176 0.0343176 1253 757088 0.0016550 43 29909 1210 725926
dataset_name-Samusik_seed-42 random num-3 run0 22 gd T cells gd T cells 0.0010407 0.0005264 0.0450704 0.0450704 355 757088 0.0004689 16 30377 339 726356
dataset_name-Samusik_seed-42 random num-3 run0 23 mDCs mDCs 0.0033213 0.0017149 0.0524691 0.0524691 972 757088 0.0012839 51 29688 921 726428
dataset_name-Samusik_seed-42 random num-3 run0 24 pDCs pDCs 0.0357045 0.0316220 0.0409974 0.0409974 23782 757088 0.0314125 975 29858 22807 703448
dataset_name-Samusik_seed-42 random num-3 run0 25 ungated ungated 0.0719345 0.3927262 0.0395933 0.0395933 297550 757088 0.3930190 11781 18217 285769 441321
dataset_name-Samusik_seed-42 random num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085468 0.0047901 0.0396171 0.0396171 3761 758138 0.0049608 149 30957 3612 723420
dataset_name-Samusik_seed-42 random num-4 run0 2 Basophils Basophils 0.0084009 0.0047037 0.0392591 0.0392591 3617 758138 0.0047709 142 30047 3475 724474
dataset_name-Samusik_seed-42 random num-4 run0 3 CD4 T cells CD4 T cells 0.0117267 0.0068561 0.0404930 0.0404930 5112 758138 0.0067428 207 29985 4905 723041
dataset_name-Samusik_seed-42 random num-4 run0 4 CD8 T cells CD8 T cells 0.0217890 0.0148913 0.0405911 0.0405911 11234 758138 0.0148179 456 30166 10778 716738
dataset_name-Samusik_seed-42 random num-4 run0 5 CLP CLP 0.0010589 0.0005372 0.0368664 0.0368664 434 758138 0.0005725 16 29769 418 727935
dataset_name-Samusik_seed-42 random num-4 run0 6 CMP CMP 0.0036446 0.0019338 0.0316076 0.0316076 1835 758138 0.0024204 58 29935 1777 726368
dataset_name-Samusik_seed-42 random num-4 run0 7 Classical Monocytes Classical Monocytes 0.0607643 0.1171670 0.0410185 0.0410185 88204 758138 0.1163429 3618 27261 84586 642673
dataset_name-Samusik_seed-42 random num-4 run0 8 Eosinophils Eosinophils 0.0497438 0.0645415 0.0404660 0.0404660 48584 758138 0.0640833 1966 28495 46618 681059
dataset_name-Samusik_seed-42 random num-4 run0 9 GMP GMP 0.0110715 0.0065481 0.0358066 0.0358066 5418 758138 0.0071465 194 29433 5224 723287
dataset_name-Samusik_seed-42 random num-4 run0 10 HSC HSC 0.0001311 0.0000656 0.0833333 0.0833333 24 758138 0.0000317 2 30493 22 727621
dataset_name-Samusik_seed-42 random num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0465707 0.0573940 0.0391818 0.0391818 44000 758138 0.0580369 1724 28314 42276 685824
dataset_name-Samusik_seed-42 random num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0603657 0.1348523 0.0388865 0.0388865 102735 758138 0.1355096 3995 25630 98740 629773
dataset_name-Samusik_seed-42 random num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0305331 0.0245678 0.0403243 0.0403243 18748 758138 0.0247290 756 30016 17992 709374
dataset_name-Samusik_seed-42 random num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0561571 0.0969661 0.0395234 0.0395234 75449 758138 0.0995188 2982 27771 72467 654918
dataset_name-Samusik_seed-42 random num-4 run0 15 MEP MEP 0.0112839 0.0065597 0.0403275 0.0403275 4885 758138 0.0064434 197 29835 4688 723418
dataset_name-Samusik_seed-42 random num-4 run0 16 MPP MPP 0.0027302 0.0014157 0.0382222 0.0382222 1125 758138 0.0014839 43 30331 1082 726682
dataset_name-Samusik_seed-42 random num-4 run0 17 Macrophages Macrophages 0.0070803 0.0038459 0.0445283 0.0445283 2650 758138 0.0034954 118 30564 2532 724924
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 0.0058383 0.0031809 0.0354712 0.0354712 2791 758138 0.0036814 99 31024 2692 724323
dataset_name-Samusik_seed-42 random num-4 run0 19 NKT cells NKT cells 0.0149787 0.0093826 0.0371153 0.0371153 7571 758138 0.0099863 281 29668 7290 720899
dataset_name-Samusik_seed-42 random num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0148217 0.0091916 0.0382514 0.0382514 7137 758138 0.0094139 273 29428 6864 721573
dataset_name-Samusik_seed-42 random num-4 run0 21 Plasma Cells Plasma Cells 0.0035126 0.0018445 0.0367156 0.0367156 1498 758138 0.0019759 55 29763 1443 726877
dataset_name-Samusik_seed-42 random num-4 run0 22 gd T cells gd T cells 0.0009112 0.0004610 0.0387812 0.0387812 361 758138 0.0004762 14 30353 347 727424
dataset_name-Samusik_seed-42 random num-4 run0 23 mDCs mDCs 0.0019115 0.0009857 0.0314136 0.0314136 955 758138 0.0012597 30 30404 925 726779
dataset_name-Samusik_seed-42 random num-4 run0 24 pDCs pDCs 0.0370031 0.0328322 0.0423878 0.0423878 23804 758138 0.0313980 1009 29723 22795 704611
dataset_name-Samusik_seed-42 random num-4 run0 25 ungated ungated 0.0715994 0.3847445 0.0394725 0.0394725 296206 758138 0.3907020 11692 18697 284514 443235
dataset_name-Samusik_seed-42 random num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0091458 0.0051372 0.0416339 0.0416339 3819 764362 0.0049963 159 30792 3660 729751
dataset_name-Samusik_seed-42 random num-5 run0 2 Basophils Basophils 0.0090514 0.0050750 0.0418157 0.0418157 3635 764362 0.0047556 152 29799 3483 730928
dataset_name-Samusik_seed-42 random num-5 run0 3 CD4 T cells CD4 T cells 0.0112208 0.0065735 0.0382922 0.0382922 5223 764362 0.0068331 200 30225 5023 728914
dataset_name-Samusik_seed-42 random num-5 run0 4 CD8 T cells CD8 T cells 0.0210188 0.0143740 0.0390882 0.0390882 11538 764362 0.0150949 451 30925 11087 721899
dataset_name-Samusik_seed-42 random num-5 run0 5 CLP CLP 0.0013516 0.0006855 0.0476190 0.0476190 441 764362 0.0005770 21 30613 420 733308
dataset_name-Samusik_seed-42 random num-5 run0 6 CMP CMP 0.0044816 0.0023753 0.0395664 0.0395664 1845 764362 0.0024138 73 30660 1772 731857
dataset_name-Samusik_seed-42 random num-5 run0 7 Classical Monocytes Classical Monocytes 0.0610888 0.1184397 0.0411588 0.0411588 89264 764362 0.1167824 3674 27346 85590 647752
dataset_name-Samusik_seed-42 random num-5 run0 8 Eosinophils Eosinophils 0.0488668 0.0628675 0.0399663 0.0399663 48691 764362 0.0637015 1946 29008 46745 686663
dataset_name-Samusik_seed-42 random num-5 run0 9 GMP GMP 0.0119322 0.0070193 0.0397633 0.0397633 5407 764362 0.0070739 215 30415 5192 728540
dataset_name-Samusik_seed-42 random num-5 run0 10 HSC HSC 0.0000665 0.0000333 0.0370370 0.0370370 27 764362 0.0000353 1 30044 26 734291
dataset_name-Samusik_seed-42 random num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0473117 0.0599652 0.0390678 0.0390678 45869 764362 0.0600095 1792 28092 44077 690401
dataset_name-Samusik_seed-42 random num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0641852 0.1414849 0.0415076 0.0415076 106101 764362 0.1388099 4404 26723 101697 631538
dataset_name-Samusik_seed-42 random num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0305922 0.0246034 0.0404346 0.0404346 18870 764362 0.0246873 763 30249 18107 715243
dataset_name-Samusik_seed-42 random num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0578668 0.0989695 0.0408864 0.0408864 74230 764362 0.0971137 3035 27631 71195 662501
dataset_name-Samusik_seed-42 random num-5 run0 15 MEP MEP 0.0110988 0.0064402 0.0401228 0.0401228 4885 764362 0.0063910 196 30238 4689 729239
dataset_name-Samusik_seed-42 random num-5 run0 16 MPP MPP 0.0027407 0.0014219 0.0378188 0.0378188 1137 764362 0.0014875 43 30199 1094 733026
dataset_name-Samusik_seed-42 random num-5 run0 17 Macrophages Macrophages 0.0065238 0.0035356 0.0421426 0.0421426 2539 764362 0.0033217 107 30157 2432 731666
dataset_name-Samusik_seed-42 random num-5 run0 18 NK cells NK cells 0.0069004 0.0037779 0.0397805 0.0397805 2916 764362 0.0038149 116 30589 2800 730857
dataset_name-Samusik_seed-42 random num-5 run0 19 NKT cells NKT cells 0.0170648 0.0107015 0.0420943 0.0420943 7697 764362 0.0100698 324 29952 7373 726713
dataset_name-Samusik_seed-42 random num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0172010 0.0106430 0.0448142 0.0448142 7453 764362 0.0097506 334 31048 7119 725861
dataset_name-Samusik_seed-42 random num-5 run0 21 Plasma Cells Plasma Cells 0.0041157 0.0021652 0.0415335 0.0415335 1565 764362 0.0020475 65 29956 1500 732841
dataset_name-Samusik_seed-42 random num-5 run0 22 gd T cells gd T cells 0.0010313 0.0005215 0.0462428 0.0462428 346 764362 0.0004527 16 30666 330 733350
dataset_name-Samusik_seed-42 random num-5 run0 23 mDCs mDCs 0.0026572 0.0013726 0.0414560 0.0414560 989 764362 0.0012939 41 29830 948 733543
dataset_name-Samusik_seed-42 random num-5 run0 24 pDCs pDCs 0.0322164 0.0286584 0.0367830 0.0367830 24060 764362 0.0314772 885 29996 23175 710306
dataset_name-Samusik_seed-42 random num-5 run0 25 ungated ungated 0.0718258 0.3877335 0.0395788 0.0395788 295815 764362 0.3870090 11708 18488 284107 450059
dataset_name-Transformed_seed-42 cyanno num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.9336751 0.9467186 0.9209861 0.9209861 6328 165885 0.0381469 5828 328 500 159229
dataset_name-Transformed_seed-42 cyanno num-1 run0 2 B-cells IgM- B-cells IgM- 0.6304303 0.9053814 0.4835755 0.4835755 3166 165885 0.0190855 1531 160 1635 162559
dataset_name-Transformed_seed-42 cyanno num-1 run0 3 CD4 T-cells CD4 T-cells 0.9568546 0.9473378 0.9665644 0.9665644 60654 165885 0.3656388 58626 3259 2028 101972
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 0.8836731 0.8645578 0.9036528 0.9036528 49934 165885 0.3010158 45123 7069 4811 108882
dataset_name-Transformed_seed-42 cyanno num-1 run0 5 DC DC 0.6220302 0.9840547 0.4547368 0.4547368 1900 165885 0.0114537 864 14 1036 163971
dataset_name-Transformed_seed-42 cyanno num-1 run0 6 NK cells NK cells 0.8990629 0.8886443 0.9097287 0.9097287 23518 165885 0.1417729 21395 2681 2123 139686
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 0.8284167 0.8556277 0.8028832 0.8028832 16579 165885 0.0999427 13311 2246 3268 147060
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 0.8224917 0.8649275 0.7840252 0.7840252 3806 165885 0.0229436 2984 466 822 161613
dataset_name-Transformed_seed-42 cyanno num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.9415069 0.9520468 0.9311979 0.9311979 6119 160829 0.0380466 5698 287 421 154423
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 0.8207129 0.8660180 0.7799124 0.7799124 2967 160829 0.0184482 2314 358 653 157504
dataset_name-Transformed_seed-42 cyanno num-2 run0 3 CD4 T-cells CD4 T-cells 0.9611253 0.9436960 0.9792106 0.9792106 58299 160829 0.3624906 57087 3406 1212 99124
dataset_name-Transformed_seed-42 cyanno num-2 run0 4 CD8 T-cells CD8 T-cells 0.9047227 0.9059597 0.9034890 0.9034890 48036 160829 0.2986775 43400 4505 4636 108288
dataset_name-Transformed_seed-42 cyanno num-2 run0 5 DC DC 0.7925270 0.9542226 0.6776906 0.6776906 1784 160829 0.0110925 1209 58 575 158987
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 0.9103074 0.9375085 0.8846401 0.8846401 23301 160829 0.1448806 20613 1374 2688 136154
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 0.8724887 0.8539326 0.8918692 0.8918692 16702 160829 0.1038494 14896 2548 1806 141579
dataset_name-Transformed_seed-42 cyanno num-2 run0 8 ungated ungated 0.8579961 0.9340052 0.7934272 0.7934272 3621 160829 0.0225146 2873 203 748 157005
dataset_name-Transformed_seed-42 cyanno num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.9340215 0.9430259 0.9251875 0.9251875 5868 163357 0.0359213 5429 328 439 157161
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 0.8135534 0.8366690 0.7916808 0.7916808 2957 163357 0.0181015 2341 457 616 159943
dataset_name-Transformed_seed-42 cyanno num-3 run0 3 CD4 T-cells CD4 T-cells 0.9654880 0.9681719 0.9628189 0.9628189 59143 163357 0.3620475 56944 1872 2199 102342
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 0.9012975 0.8981276 0.9044897 0.9044897 49691 163357 0.3041865 44945 5098 4746 108568
dataset_name-Transformed_seed-42 cyanno num-3 run0 5 DC DC 0.7162162 0.9680365 0.5683646 0.5683646 1865 163357 0.0114167 1060 35 805 161457
dataset_name-Transformed_seed-42 cyanno num-3 run0 6 NK cells NK cells 0.9095324 0.8803436 0.9407231 0.9407231 23095 163357 0.1413775 21726 2953 1369 137309
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 0.8683324 0.8734922 0.8632333 0.8632333 17029 163357 0.1042441 14700 2129 2329 144199
dataset_name-Transformed_seed-42 cyanno num-3 run0 8 ungated ungated 0.8599801 0.9074850 0.8172014 0.8172014 3709 163357 0.0227049 3031 309 678 159339
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.9240816 0.9528620 0.8969889 0.8969889 6310 163801 0.0385224 5660 280 650 157211
dataset_name-Transformed_seed-42 cyanno num-4 run0 2 B-cells IgM- B-cells IgM- 0.6976744 0.9257322 0.5597723 0.5597723 3162 163801 0.0193039 1770 142 1392 160497
dataset_name-Transformed_seed-42 cyanno num-4 run0 3 CD4 T-cells CD4 T-cells 0.9397952 0.9449787 0.9346682 0.9346682 60032 163801 0.3664935 56110 3267 3922 100502
dataset_name-Transformed_seed-42 cyanno num-4 run0 4 CD8 T-cells CD8 T-cells 0.8768704 0.8376035 0.9200000 0.9200000 48825 163801 0.2980751 44919 8709 3906 106267
dataset_name-Transformed_seed-42 cyanno num-4 run0 5 DC DC 0.7281879 0.9610275 0.5861696 0.5861696 1851 163801 0.0113003 1085 44 766 161906
dataset_name-Transformed_seed-42 cyanno num-4 run0 6 NK cells NK cells 0.9064276 0.9132673 0.8996895 0.8996895 22869 163801 0.1396145 20575 1954 2294 138978
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 0.8388911 0.8643698 0.8148714 0.8148714 17026 163801 0.1039432 13874 2177 3152 144598
dataset_name-Transformed_seed-42 cyanno num-4 run0 8 ungated ungated 0.8610832 0.9264297 0.8043478 0.8043478 3726 163801 0.0227471 2997 238 729 159837
dataset_name-Transformed_seed-42 cyanno num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.9455074 0.9685743 0.9235136 0.9235136 6341 161138 0.0393514 5856 190 485 154607
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 0.8306835 0.8338269 0.8275637 0.8275637 3062 161138 0.0190023 2534 505 528 157571
dataset_name-Transformed_seed-42 cyanno num-5 run0 3 CD4 T-cells CD4 T-cells 0.9522402 0.9317594 0.9736416 0.9736416 59222 161138 0.3675235 57661 4223 1561 97693
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 0.8941656 0.8931015 0.8952324 0.8952324 46522 161138 0.2887091 41648 4985 4874 109631
dataset_name-Transformed_seed-42 cyanno num-5 run0 5 DC DC 0.5987587 0.9100999 0.4461371 0.4461371 1838 161138 0.0114064 820 81 1018 159219
dataset_name-Transformed_seed-42 cyanno num-5 run0 6 NK cells NK cells 0.9139806 0.9320893 0.8965622 0.8965622 23009 161138 0.1427907 20629 1503 2380 136626
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 0.8616667 0.8678011 0.8556183 0.8556183 17523 161138 0.1087453 14993 2284 2530 141331
dataset_name-Transformed_seed-42 cyanno num-5 run0 8 ungated ungated 0.8774646 0.9311841 0.8296051 0.8296051 3621 161138 0.0224714 3004 222 617 157295
dataset_name-Transformed_seed-42 cygate num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.9128815 0.9786951 0.8553616 0.8553616 6015 129918 0.0462984 5145 112 870 123791
dataset_name-Transformed_seed-42 cygate num-1 run0 2 B-cells IgM- B-cells IgM- 0.7312116 0.5973345 0.9424336 0.9424336 2901 129918 0.0223295 2734 1843 167 125174
dataset_name-Transformed_seed-42 cygate num-1 run0 3 CD4 T-cells CD4 T-cells 0.9206849 0.9902522 0.8602505 0.8602505 39442 129918 0.3035915 33930 334 5512 90142
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 0.8407985 0.8401600 0.8414381 0.8414381 39442 129918 0.3035915 33188 6314 6254 84162
dataset_name-Transformed_seed-42 cygate num-1 run0 5 DC DC 0.7987846 0.8266946 0.7726976 0.7726976 1531 129918 0.0117844 1183 248 348 128139
dataset_name-Transformed_seed-42 cygate num-1 run0 6 NK cells NK cells 0.8380011 0.7443679 0.9585799 0.9585799 22646 129918 0.1743099 21708 7455 938 99817
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 0.7717688 0.8587947 0.7007576 0.7007576 14520 129918 0.1117628 10175 1673 4345 113725
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 0.8206112 0.7724458 0.8751827 0.8751827 3421 129918 0.0263320 2994 882 427 125615
dataset_name-Transformed_seed-42 cygate num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.9195993 0.9582441 0.8839506 0.8839506 6075 158779 0.0382607 5370 234 705 152470
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 0.6396151 0.5929230 0.6942897 0.6942897 2872 158779 0.0180880 1994 1369 878 154538
dataset_name-Transformed_seed-42 cygate num-2 run0 3 CD4 T-cells CD4 T-cells 0.9268322 0.9094289 0.9449145 0.9449145 57202 158779 0.3602617 54051 5383 3151 96194
dataset_name-Transformed_seed-42 cygate num-2 run0 4 CD8 T-cells CD8 T-cells 0.7931093 0.7934106 0.7928082 0.7928082 47415 158779 0.2986226 37591 9788 9824 101576
dataset_name-Transformed_seed-42 cygate num-2 run0 5 DC DC 0.6850896 0.7470199 0.6326416 0.6326416 1783 158779 0.0112294 1128 382 655 156614
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 0.7616536 0.7967461 0.7295220 0.7295220 23159 158779 0.1458568 16895 4310 6264 131310
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 0.7317117 0.7311635 0.7322608 0.7322608 16658 158779 0.1049131 12198 4485 4460 137636
dataset_name-Transformed_seed-42 cygate num-2 run0 8 ungated ungated 0.7685698 0.7700639 0.7670816 0.7670816 3615 158779 0.0227675 2773 828 842 154336
dataset_name-Transformed_seed-42 cygate num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.9100548 0.9699922 0.8570937 0.8570937 5808 136527 0.0425410 4978 154 830 130565
dataset_name-Transformed_seed-42 cygate num-3 run0 2 B-cells IgM- B-cells IgM- 0.7540203 0.6452599 0.9068768 0.9068768 2792 136527 0.0204502 2532 1392 260 132343
dataset_name-Transformed_seed-42 cygate num-3 run0 3 CD4 T-cells CD4 T-cells 0.8876982 0.9919583 0.8032702 0.8032702 42383 136527 0.3104368 34045 276 8338 93868
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 0.8178380 0.7863090 0.8520012 0.8520012 42899 136527 0.3142162 36550 9933 6349 83695
dataset_name-Transformed_seed-42 cygate num-3 run0 5 DC DC 0.7714120 0.7813599 0.7617143 0.7617143 1750 136527 0.0128180 1333 373 417 134404
dataset_name-Transformed_seed-42 cygate num-3 run0 6 NK cells NK cells 0.8620520 0.7899407 0.9486515 0.9486515 21208 136527 0.1553392 20119 5350 1089 109969
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 0.7575966 0.7810865 0.7354784 0.7354784 16441 136527 0.1204231 12092 3389 4349 116697
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 0.8303707 0.7511842 0.9282193 0.9282193 3246 136527 0.0237755 3013 998 233 132283
dataset_name-Transformed_seed-42 cygate num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.9126315 0.9725774 0.8596462 0.8596462 6106 142677 0.0427960 5249 148 857 136423
dataset_name-Transformed_seed-42 cygate num-4 run0 2 B-cells IgM- B-cells IgM- 0.7819242 0.6991658 0.8869048 0.8869048 3024 142677 0.0211947 2682 1154 342 138499
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 0.9335153 0.9758579 0.8946943 0.8946943 52001 142677 0.3644666 46525 1151 5476 89525
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 0.8291637 0.8154701 0.8433249 0.8433249 38966 142677 0.2731064 32861 7436 6105 96275
dataset_name-Transformed_seed-42 cygate num-4 run0 5 DC DC 0.8051540 0.8206278 0.7902529 0.7902529 1621 142677 0.0113613 1281 280 340 140776
dataset_name-Transformed_seed-42 cygate num-4 run0 6 NK cells NK cells 0.8569410 0.7854368 0.9427683 0.9427683 21876 142677 0.1533253 20624 5634 1252 115167
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 0.8048090 0.8497785 0.7643598 0.7643598 15808 142677 0.1107957 12083 2136 3725 124733
dataset_name-Transformed_seed-42 cygate num-4 run0 8 ungated ungated 0.8214073 0.8025051 0.8412214 0.8412214 3275 142677 0.0229539 2755 678 520 138724
dataset_name-Transformed_seed-42 cygate num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.9221557 0.9522277 0.8939249 0.8939249 6288 153417 0.0409863 5621 282 667 146847
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 0.6985056 0.6563405 0.7464603 0.7464603 3037 153417 0.0197957 2267 1187 770 149193
dataset_name-Transformed_seed-42 cygate num-5 run0 3 CD4 T-cells CD4 T-cells 0.9223524 0.9137997 0.9310667 0.9310667 58796 153417 0.3832431 54743 5164 4053 89457
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 0.8001679 0.8485826 0.7569794 0.7569794 40297 153417 0.2626632 30504 5443 9793 107677
dataset_name-Transformed_seed-42 cygate num-5 run0 5 DC DC 0.7546379 0.7960859 0.7172924 0.7172924 1758 153417 0.0114590 1261 323 497 151336
dataset_name-Transformed_seed-42 cygate num-5 run0 6 NK cells NK cells 0.8386558 0.7540583 0.9446340 0.9446340 22866 153417 0.1490448 21600 7045 1266 123506
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 0.6980964 0.7620934 0.6440150 0.6440150 17026 153417 0.1109786 10965 3423 6061 132968
dataset_name-Transformed_seed-42 cygate num-5 run0 8 ungated ungated 0.8183915 0.7910281 0.8477157 0.8477157 3349 153417 0.0218294 2839 750 510 149318
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.8553697 0.8207698 0.8930152 0.8930152 6328 165885 0.0381469 5651 1234 677 158323
dataset_name-Transformed_seed-42 dgcytof num-1 run0 2 B-cells IgM- B-cells IgM- 0.5690936 0.6907124 0.4838913 0.4838913 3166 165885 0.0190855 1532 686 1634 162033
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 0.9158966 0.9336530 0.8988030 0.8988030 60654 165885 0.3656388 54516 3874 6138 101357
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 0.8215756 0.7885809 0.8574518 0.8574518 49934 165885 0.3010158 42816 11479 7118 104472
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5 DC DC 0.8188235 0.8135065 0.8242105 0.8242105 1900 165885 0.0114537 1566 359 334 163626
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 0.8494743 0.8702556 0.8296624 0.8296624 23518 165885 0.1417729 19512 2909 4006 139458
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 0.8044607 0.7833791 0.8267085 0.8267085 16579 165885 0.0999427 13706 3790 2873 145516
dataset_name-Transformed_seed-42 dgcytof num-1 run0 8 ungated ungated 0.6698565 0.9002217 0.5333684 0.5333684 3806 165885 0.0229436 2030 225 1776 161854
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.8865550 0.9453906 0.8346135 0.8346135 6119 160829 0.0380466 5107 295 1012 154415
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 0.7400339 0.6810198 0.8102460 0.8102460 2967 160829 0.0184482 2404 1126 563 156736
dataset_name-Transformed_seed-42 dgcytof num-2 run0 3 CD4 T-cells CD4 T-cells 0.9387250 0.9480442 0.9295871 0.9295871 58299 160829 0.3624906 54194 2970 4105 99560
dataset_name-Transformed_seed-42 dgcytof num-2 run0 4 CD8 T-cells CD8 T-cells 0.8384933 0.7826275 0.9029478 0.9029478 48036 160829 0.2986775 43374 12047 4662 100746
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5 DC DC 0.8332842 0.8797508 0.7914798 0.7914798 1784 160829 0.0110925 1412 193 372 158852
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 0.8214886 0.9007731 0.7550320 0.7550320 23301 160829 0.1448806 17593 1938 5708 135590
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 0.8148735 0.8298982 0.8003832 0.8003832 16702 160829 0.1038494 13368 2740 3334 141387
dataset_name-Transformed_seed-42 dgcytof num-2 run0 8 ungated ungated 0.6503779 0.8945841 0.5109086 0.5109086 3621 160829 0.0225146 1850 218 1771 156990
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.8879418 0.9269559 0.8520791 0.8520791 5868 163357 0.0359213 5000 394 868 157095
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 0.7058265 0.6635904 0.7538045 0.7538045 2957 163357 0.0181015 2229 1130 728 159270
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 0.9321173 0.9284971 0.9357659 0.9357659 59143 163357 0.3620475 55344 4262 3799 99952
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 0.8255411 0.8740751 0.7821135 0.7821135 49691 163357 0.3041865 38864 5599 10827 108067
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5 DC DC 0.8563941 0.8375192 0.8761394 0.8761394 1865 163357 0.0114167 1634 317 231 161175
dataset_name-Transformed_seed-42 dgcytof num-3 run0 6 NK cells NK cells 0.8614595 0.7868060 0.9517645 0.9517645 23095 163357 0.1413775 21981 5956 1114 134306
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 0.8223782 0.7997004 0.8463797 0.8463797 17029 163357 0.1042441 14413 3610 2616 142718
dataset_name-Transformed_seed-42 dgcytof num-3 run0 8 ungated ungated 0.7254066 0.8753811 0.6193044 0.6193044 3709 163357 0.0227049 2297 327 1412 159321
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.8707090 0.8003189 0.9546751 0.9546751 6310 163801 0.0385224 6024 1503 286 155988
dataset_name-Transformed_seed-42 dgcytof num-4 run0 2 B-cells IgM- B-cells IgM- 0.5430186 0.8030960 0.4101834 0.4101834 3162 163801 0.0193039 1297 318 1865 160321
dataset_name-Transformed_seed-42 dgcytof num-4 run0 3 CD4 T-cells CD4 T-cells 0.9352181 0.9460408 0.9246402 0.9246402 60032 163801 0.3664935 55508 3166 4524 100603
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 0.8417346 0.7996129 0.8885407 0.8885407 48825 163801 0.2980751 43383 10872 5442 104104
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5 DC DC 0.8358670 0.7990148 0.8762831 0.8762831 1851 163801 0.0113003 1622 408 229 161542
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 0.8363687 0.8960228 0.7841620 0.7841620 22869 163801 0.1396145 17933 2081 4936 138851
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 0.7981782 0.7885927 0.8079995 0.8079995 17026 163801 0.1039432 13757 3688 3269 143087
dataset_name-Transformed_seed-42 dgcytof num-4 run0 8 ungated ungated 0.7038713 0.9370817 0.5636071 0.5636071 3726 163801 0.0227471 2100 141 1626 159934
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.9112464 0.9259320 0.8970194 0.8970194 6341 161138 0.0393514 5688 455 653 154342
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 0.7244916 0.7744333 0.6806009 0.6806009 3062 161138 0.0190023 2084 607 978 157469
dataset_name-Transformed_seed-42 dgcytof num-5 run0 3 CD4 T-cells CD4 T-cells 0.9393214 0.9184658 0.9611462 0.9611462 59222 161138 0.3675235 56921 5053 2301 96863
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 0.8417149 0.8492473 0.8343149 0.8343149 46522 161138 0.2887091 38814 6890 7708 107726
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5 DC DC 0.8094145 0.8566221 0.7671382 0.7671382 1838 161138 0.0114064 1410 236 428 159064
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 0.8562373 0.9393326 0.7866487 0.7866487 23009 161138 0.1427907 18100 1169 4909 136960
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 0.7988801 0.7376891 0.8711408 0.8711408 17523 161138 0.1087453 15265 5428 2258 138187
dataset_name-Transformed_seed-42 dgcytof num-5 run0 8 ungated ungated 0.7799367 0.8578529 0.7149959 0.7149959 3621 161138 0.0224714 2589 429 1032 157088
dataset_name-Transformed_seed-42 lda num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.6823419 0.8545347 0.5679061 0.5679061 2555 62691 0.0407555 1451 247 1104 59889
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 0.5020816 0.4049698 0.6604600 0.6604600 913 62691 0.0145635 603 886 310 60892
dataset_name-Transformed_seed-42 lda num-1 run0 3 CD4 T-cells CD4 T-cells 0.8934814 0.9972950 0.8092432 0.8092432 24602 62691 0.3924327 19909 54 4693 38035
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 0.7736915 0.7735437 0.7738394 0.7738394 18310 62691 0.2920674 14169 4148 4141 40233
dataset_name-Transformed_seed-42 lda num-1 run0 5 DC DC 0.7963526 0.6691260 0.9833194 0.9833194 1199 62691 0.0191256 1179 583 20 60909
dataset_name-Transformed_seed-42 lda num-1 run0 6 NK cells NK cells 0.8352947 0.7204621 0.9936739 0.9936739 8536 62691 0.1361599 8482 3291 54 50864
dataset_name-Transformed_seed-42 lda num-1 run0 7 monocytes monocytes 0.8217197 0.7641397 0.8886845 0.8886845 6522 62691 0.1040341 5796 1789 726 54380
dataset_name-Transformed_seed-42 lda num-1 run0 8 ungated ungated 0.3417722 0.2596154 0.5000000 0.5000000 54 62691 0.0008614 27 77 27 62560
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.8408911 0.8291704 0.8529479 0.8529479 4359 109307 0.0398785 3718 766 641 104182
dataset_name-Transformed_seed-42 lda num-2 run0 2 B-cells IgM- B-cells IgM- 0.4461942 0.6446371 0.3411697 0.3411697 1744 109307 0.0159551 595 328 1149 107235
dataset_name-Transformed_seed-42 lda num-2 run0 3 CD4 T-cells CD4 T-cells 0.9505735 0.9889396 0.9150732 0.9150732 44556 109307 0.4076226 40772 456 3784 64295
dataset_name-Transformed_seed-42 lda num-2 run0 4 CD8 T-cells CD8 T-cells 0.7895486 0.7293988 0.8605105 0.8605105 33852 109307 0.3096965 29130 10807 4722 64648
dataset_name-Transformed_seed-42 lda num-2 run0 5 DC DC 0.7841788 0.7026194 0.8871595 0.8871595 1028 109307 0.0094047 912 386 116 107893
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 0.6136452 0.6797973 0.5592261 0.5592261 12714 109307 0.1163146 7110 3349 5604 93244
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 0.8006886 0.8071475 0.7943321 0.7943321 10833 109307 0.0991062 8605 2056 2228 96418
dataset_name-Transformed_seed-42 lda num-2 run0 8 ungated ungated 0.5539033 0.4700315 0.6742081 0.6742081 221 109307 0.0020218 149 168 72 108918
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.8890524 0.8528062 0.9285165 0.9285165 2602 56914 0.0457181 2416 417 186 53895
dataset_name-Transformed_seed-42 lda num-3 run0 2 B-cells IgM- B-cells IgM- 0.1546961 0.8235294 0.0853659 0.0853659 492 56914 0.0086446 42 9 450 56413
dataset_name-Transformed_seed-42 lda num-3 run0 3 CD4 T-cells CD4 T-cells 0.9282281 0.9981122 0.8674896 0.8674896 25598 56914 0.4497663 22206 42 3392 31274
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 0.6874494 0.7777179 0.6159563 0.6159563 11707 56914 0.2056963 7211 2061 4496 43146
dataset_name-Transformed_seed-42 lda num-3 run0 5 DC DC 0.8109041 0.6948551 0.9734880 0.9734880 1207 56914 0.0212074 1175 516 32 55191
dataset_name-Transformed_seed-42 lda num-3 run0 6 NK cells NK cells 0.7866710 0.6520937 0.9912404 0.9912404 8562 56914 0.1504375 8487 4528 75 43824
dataset_name-Transformed_seed-42 lda num-3 run0 7 monocytes monocytes 0.8716771 0.8125324 0.9401081 0.9401081 6662 56914 0.1170538 6263 1445 399 48807
dataset_name-Transformed_seed-42 lda num-3 run0 8 ungated ungated 0.4666667 0.4375000 0.5000000 0.5000000 84 56914 0.0014759 42 54 42 56776
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.7626568 0.8312521 0.7045195 0.7045195 3496 92497 0.0377958 2463 500 1033 88501
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 0.4198347 0.4413553 0.4003152 0.4003152 1269 92497 0.0137194 508 643 761 90585
dataset_name-Transformed_seed-42 lda num-4 run0 3 CD4 T-cells CD4 T-cells 0.8711748 0.9973896 0.7733156 0.7733156 37550 92497 0.4059591 29038 76 8512 54871
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 0.7615321 0.7202517 0.8078320 0.8078320 28907 92497 0.3125182 23352 9070 5555 54520
dataset_name-Transformed_seed-42 lda num-4 run0 5 DC DC 0.8453448 0.7472452 0.9730942 0.9730942 1115 92497 0.0120544 1085 367 30 91015
dataset_name-Transformed_seed-42 lda num-4 run0 6 NK cells NK cells 0.8106564 0.6919179 0.9785902 0.9785902 11023 92497 0.1191714 10787 4803 236 76671
dataset_name-Transformed_seed-42 lda num-4 run0 7 monocytes monocytes 0.7944854 0.7690080 0.8217089 0.8217089 9047 92497 0.0978086 7434 2233 1613 81217
dataset_name-Transformed_seed-42 lda num-4 run0 8 ungated ungated 0.4035088 0.3333333 0.5111111 0.5111111 90 92497 0.0009730 46 92 44 92315
dataset_name-Transformed_seed-42 lda num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.8775913 0.9602506 0.8080349 0.8080349 5501 110391 0.0498320 4445 184 1056 104706
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 0.5457227 0.6379310 0.4768041 0.4768041 2328 110391 0.0210887 1110 630 1218 107433
dataset_name-Transformed_seed-42 lda num-5 run0 3 CD4 T-cells CD4 T-cells 0.8858158 0.9956781 0.7977885 0.7977885 41872 110391 0.3793063 33405 145 8467 68374
dataset_name-Transformed_seed-42 lda num-5 run0 4 CD8 T-cells CD8 T-cells 0.7415022 0.6272097 0.9067300 0.9067300 36196 110391 0.3278890 32820 19507 3376 54688
dataset_name-Transformed_seed-42 lda num-5 run0 5 DC DC 0.8143198 0.8297665 0.7994377 0.7994377 1067 110391 0.0096656 853 175 214 109149
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 0.4155274 0.6846405 0.2982813 0.2982813 9833 110391 0.0890743 2933 1351 6900 99207
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 0.7103540 0.7329258 0.6891309 0.6891309 13221 110391 0.1197652 9111 3320 4110 93850
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 0.3819355 0.3681592 0.3967828 0.3967828 373 110391 0.0033789 148 254 225 109764
dataset_name-Transformed_seed-42 random num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.0596325 0.0390187 0.1264223 0.1264223 6328 165885 0.0381469 800 19703 5528 139854
dataset_name-Transformed_seed-42 random num-1 run0 2 B-cells IgM- B-cells IgM- 0.0340711 0.0195387 0.1329754 0.1329754 3166 165885 0.0190855 421 21126 2745 141593
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 0.1848350 0.3607640 0.1242457 0.1242457 60654 165885 0.3656388 7536 13353 53118 91878
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 0.1763399 0.2959415 0.1255858 0.1255858 49934 165885 0.3010158 6271 14919 43663 101032
dataset_name-Transformed_seed-42 random num-1 run0 5 DC DC 0.0231839 0.0126384 0.1400000 0.1400000 1900 165885 0.0114537 266 20781 1634 143204
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 0.1336436 0.1425611 0.1257760 0.1257760 23518 165885 0.1417729 2958 17791 20560 124576
dataset_name-Transformed_seed-42 random num-1 run0 7 monocytes monocytes 0.1085985 0.1000356 0.1187647 0.1187647 16579 165885 0.0999427 1969 17714 14610 131592
dataset_name-Transformed_seed-42 random num-1 run0 8 ungated ungated 0.0404435 0.0240174 0.1279559 0.1279559 3806 165885 0.0229436 487 19790 3319 142289
dataset_name-Transformed_seed-42 random num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.0602451 0.0393812 0.1281255 0.1281255 6119 160829 0.0380466 784 19124 5335 135586
dataset_name-Transformed_seed-42 random num-2 run0 2 B-cells IgM- B-cells IgM- 0.0327085 0.0186782 0.1314459 0.1314459 2967 160829 0.0184482 390 20490 2577 137372
dataset_name-Transformed_seed-42 random num-2 run0 3 CD4 T-cells CD4 T-cells 0.1808078 0.3666911 0.1199849 0.1199849 58299 160829 0.3624906 6995 12081 51304 90449
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 0.1789401 0.3016539 0.1271963 0.1271963 48036 160829 0.2986775 6110 14145 41926 98648
dataset_name-Transformed_seed-42 random num-2 run0 5 DC DC 0.0202369 0.0110365 0.1216368 0.1216368 1784 160829 0.0110925 217 19445 1567 139600
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 0.1359617 0.1466978 0.1266898 0.1266898 23301 160829 0.1448806 2952 17171 20349 120357
dataset_name-Transformed_seed-42 random num-2 run0 7 monocytes monocytes 0.1197692 0.1085486 0.1335768 0.1335768 16702 160829 0.1038494 2231 18322 14471 125805
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 0.0379277 0.0223346 0.1256559 0.1256559 3621 160829 0.0225146 455 19917 3166 137291
dataset_name-Transformed_seed-42 random num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.0566277 0.0365401 0.1257669 0.1257669 5868 163357 0.0359213 738 19459 5130 138030
dataset_name-Transformed_seed-42 random num-3 run0 2 B-cells IgM- B-cells IgM- 0.0304365 0.0174710 0.1180250 0.1180250 2957 163357 0.0181015 349 19627 2608 140773
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 0.1866650 0.3636275 0.1255601 0.1255601 59143 163357 0.3620475 7426 12996 51717 91218
dataset_name-Transformed_seed-42 random num-3 run0 4 CD8 T-cells CD8 T-cells 0.1796342 0.3067464 0.1270049 0.1270049 49691 163357 0.3041865 6311 14263 43380 99403
dataset_name-Transformed_seed-42 random num-3 run0 5 DC DC 0.0222646 0.0121106 0.1378016 0.1378016 1865 163357 0.0114167 257 20964 1608 140528
dataset_name-Transformed_seed-42 random num-3 run0 6 NK cells NK cells 0.1344855 0.1416188 0.1280364 0.1280364 23095 163357 0.1413775 2957 17923 20138 122339
dataset_name-Transformed_seed-42 random num-3 run0 7 monocytes monocytes 0.1105649 0.1038485 0.1182101 0.1182101 17029 163357 0.1042441 2013 17371 15016 128957
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 0.0372767 0.0219775 0.1226746 0.1226746 3709 163357 0.0227049 455 20248 3254 139400
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.0579987 0.0377413 0.1251981 0.1251981 6310 163801 0.0385224 790 20142 5520 137349
dataset_name-Transformed_seed-42 random num-4 run0 2 B-cells IgM- B-cells IgM- 0.0335488 0.0192669 0.1296648 0.1296648 3162 163801 0.0193039 410 20870 2752 139769
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 0.1869853 0.3675831 0.1253831 0.1253831 60032 163801 0.3664935 7527 12950 52505 90819
dataset_name-Transformed_seed-42 random num-4 run0 4 CD8 T-cells CD8 T-cells 0.1678338 0.2947563 0.1173169 0.1173169 48825 163801 0.2980751 5728 13705 43097 101271
dataset_name-Transformed_seed-42 random num-4 run0 5 DC DC 0.0226408 0.0123296 0.1383036 0.1383036 1851 163801 0.0113003 256 20507 1595 141443
dataset_name-Transformed_seed-42 random num-4 run0 6 NK cells NK cells 0.1313916 0.1398736 0.1238795 0.1238795 22869 163801 0.1396145 2833 17421 20036 123511
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 0.1150036 0.1049697 0.1271585 0.1271585 17026 163801 0.1039432 2165 18460 14861 128315
dataset_name-Transformed_seed-42 random num-4 run0 8 ungated ungated 0.0402306 0.0238559 0.1282877 0.1282877 3726 163801 0.0227471 478 19559 3248 140516
dataset_name-Transformed_seed-42 random num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.0610025 0.0399765 0.1286863 0.1286863 6341 161138 0.0393514 816 19596 5525 135201
dataset_name-Transformed_seed-42 random num-5 run0 2 B-cells IgM- B-cells IgM- 0.0322581 0.0186370 0.1198563 0.1198563 3062 161138 0.0190023 367 19325 2695 138751
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 0.1850902 0.3625838 0.1242613 0.1242613 59222 161138 0.3675235 7359 12937 51863 88979
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 0.1754870 0.2902138 0.1257685 0.1257685 46522 161138 0.2887091 5851 14310 40671 100306
dataset_name-Transformed_seed-42 random num-5 run0 5 DC DC 0.0233754 0.0127145 0.1447225 0.1447225 1838 161138 0.0114064 266 20655 1572 138645
dataset_name-Transformed_seed-42 random num-5 run0 6 NK cells NK cells 0.1354859 0.1434189 0.1283845 0.1283845 23009 161138 0.1427907 2954 17643 20055 120486
dataset_name-Transformed_seed-42 random num-5 run0 7 monocytes monocytes 0.1123485 0.1076754 0.1174456 0.1174456 17523 161138 0.1087453 2058 17055 15465 126560
dataset_name-Transformed_seed-42 random num-5 run0 8 ungated ungated 0.0365766 0.0216083 0.1190279 0.1190279 3621 161138 0.0224714 431 19515 3190 138002

Run-level Metrics

dataset model crossvalidation run_id n_cells f1_macro precision_macro recall_macro accuracy mcc pop_freq_corr overlap runtime_seconds scalability_seconds_per_item throughput_events_per_sec
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2828901 0.7335157 0.7559645 0.6835958 0.8228566 0.8019657 0.9878676 0.9200000 8.8349267 3.10e-06 320195.19
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2768169 0.7236484 0.8053600 0.6386719 0.8243326 0.8038608 0.9706405 0.8800000 8.0042872 2.90e-06 345835.79
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2830864 0.7110246 0.7264353 0.5924259 0.7748094 0.7509600 0.9315730 0.8000000 6.1532092 2.20e-06 460063.02
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2817387 0.6873069 0.7270290 0.5883712 0.7669738 0.7428443 0.9215310 0.8400000 12.6382911 4.50e-06 222924.68
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2800058 0.7403914 0.7785884 0.6101132 0.8337534 0.8134725 0.9824542 0.8800000 7.7312942 2.80e-06 362171.96
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2732233 0.5676806 0.5637123 0.6277153 0.6921782 0.6687033 0.8190460 0.9200000 10.4582048 3.80e-06 261252.58
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2703551 0.5730718 0.5714490 0.6502255 0.7031745 0.6813578 0.8095334 0.9600000 3.3474687 1.20e-06 807640.42
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2766411 0.6229401 0.5987587 0.5816310 0.6910994 0.6659579 0.8238020 0.8000000 6.1845090 2.20e-06 447312.96
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2717047 0.6446028 0.6419373 0.6106031 0.7519778 0.7280054 0.9012268 0.8400000 6.2187095 2.30e-06 436914.92
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2661403 0.6094813 0.6055854 0.5944432 0.7244994 0.6959293 0.9258522 0.8800000 6.5081269 2.40e-06 408935.33
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2828901 0.6331883 0.7036458 0.5774123 0.7911281 0.7652757 0.9892529 0.9200000 16.4812958 5.80e-06 171643.12
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2768169 0.6365643 0.7015411 0.6162089 0.8050079 0.7814206 0.9773373 0.9600000 16.0573593 5.80e-06 172392.54
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2830864 0.6768475 0.6884276 0.5593102 0.7640197 0.7376449 0.9444569 0.8000000 4.8000360 1.70e-06 589758.91
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2817387 0.6356720 0.6724077 0.5502096 0.7360682 0.7077192 0.9191989 0.8400000 7.6291586 2.70e-06 369291.97
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2800058 0.6582063 0.7209404 0.5883831 0.8013255 0.7776420 0.9756616 0.8800000 7.3081429 2.60e-06 383142.21
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2383256 0.5256384 0.5149226 0.5902410 0.6796756 0.6435262 0.9190254 0.9200000 3.1401167 1.30e-06 758970.53
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2354472 0.4716934 0.4699671 0.5007845 0.6508338 0.6118113 0.9132859 0.9600000 4.6775327 2.00e-06 503357.68
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2533024 0.5132019 0.4962583 0.4646324 0.6382265 0.5983427 0.9142186 0.8000000 3.4689842 1.40e-06 730191.84
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2351465 0.4849242 0.4896108 0.4721149 0.6239910 0.5798648 0.9414703 0.8400000 3.3365780 1.40e-06 704753.50
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2296980 0.5187829 0.5196412 0.5211477 0.6626096 0.6208421 0.9335965 0.8800000 3.5609108 1.60e-06 645054.07
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2828901 0.0318165 0.0433178 0.0401473 0.0433614 -0.0001127 0.2174717 0.9200000 4.5499585 1.60e-06 621742.16
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2768169 0.0299514 0.0415789 0.0397447 0.0416651 -0.0000393 0.1552922 0.9600000 3.2792673 1.20e-06 844142.53
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2830864 0.0362830 0.0464953 0.0400843 0.0465134 0.0000743 0.2395174 0.8000000 3.2353318 1.10e-06 874984.13
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2817387 0.0339380 0.0443919 0.0403500 0.0443326 0.0000741 0.1809576 0.8400000 3.4233077 1.20e-06 823001.39
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2800058 0.0340263 0.0452701 0.0399243 0.0451823 -0.0000850 0.2655828 0.8800000 3.7978946 1.40e-06 737265.85
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1536957 0.9788134 0.9784706 0.9792033 0.9884662 0.9843136 0.9999709 1.0000000 1.4528583 9.00e-07 1057885.00
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1356644 0.9859515 0.9875265 0.9844493 0.9918696 0.9889195 0.9999738 1.0000000 3.2675409 2.40e-06 415188.07
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1408466 0.9824110 0.9856871 0.9794696 0.9907062 0.9870854 0.9999314 1.0000000 2.6459206 1.90e-06 532316.05
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1421911 0.9848622 0.9869860 0.9828729 0.9923589 0.9893510 0.9999688 1.0000000 1.2603859 9.00e-07 1128155.25
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1404771 0.9882682 0.9898873 0.9867210 0.9933356 0.9910907 0.9999798 1.0000000 1.4915140 1.10e-06 941842.32
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1515011 0.9059392 0.9080775 0.9070009 0.9460248 0.9267130 0.9978976 1.0000000 2.6203880 1.70e-06 578162.85
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1250408 0.8332384 0.8478150 0.8237117 0.9235130 0.8939728 0.9967510 1.0000000 5.0781606 4.10e-06 246232.46
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1308093 0.7959583 0.8439515 0.8059428 0.8865348 0.8435490 0.9709258 1.0000000 2.4537674 1.90e-06 533095.75
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1392140 0.8977493 0.9080976 0.9010171 0.9449265 0.9234260 0.9943571 1.0000000 3.5047502 2.50e-06 397215.18
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1388241 0.9272652 0.9279480 0.9298200 0.9540411 0.9389614 0.9961402 1.0000000 2.4533880 1.80e-06 565846.49
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1536957 0.9158389 0.9366780 0.9052306 0.9576852 0.9425357 0.9979844 1.0000000 1.1413993 7.00e-07 1346555.12
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1356644 0.8479217 0.8922670 0.8456026 0.9425022 0.9221917 0.9939272 1.0000000 1.8119015 1.30e-06 748740.48
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1408466 0.9382572 0.9388162 0.9387036 0.9638209 0.9497765 0.9992245 1.0000000 4.0277637 2.90e-06 349689.33
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1421911 0.8387496 0.8757174 0.8379201 0.9352976 0.9106224 0.9927487 1.0000000 2.5784027 1.80e-06 551469.71
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1404771 0.8497425 0.8822543 0.8496980 0.9429686 0.9245439 0.9912315 1.0000000 2.6767139 1.90e-06 524811.78
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1474730 0.8381507 0.8496061 0.8360398 0.9264313 0.8991079 0.9968204 1.0000000 1.0057566 7.00e-07 1466289.18
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1277454 0.7953271 0.8226323 0.7807490 0.8966272 0.8553937 0.9936120 1.0000000 0.9864718 8.00e-07 1294972.65
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1336985 0.7708132 0.8392424 0.7308850 0.8654001 0.8056892 0.9987549 1.0000000 2.2107827 1.70e-06 604756.41
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1366285 0.7797132 0.8308122 0.7438148 0.8673527 0.8093712 0.9980795 1.0000000 1.4624216 1.10e-06 934262.03
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1306981 0.8314157 0.8500004 0.8242330 0.9285575 0.9023502 0.9961762 1.0000000 1.9657250 1.50e-06 664884.97
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1536957 0.1489132 0.1662378 0.1661402 0.1664438 -0.0005483 0.3389063 1.0000000 1.0617812 7.00e-07 1447527.06
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1356644 0.1483342 0.1663333 0.1664643 0.1664423 -0.0004282 0.1727474 1.0000000 2.9684501 2.20e-06 457020.98
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1408466 0.1472247 0.1668694 0.1666830 0.1671109 0.0002625 0.3795351 1.0000000 2.2715546 1.60e-06 620044.96
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1421911 0.1460036 0.1663861 0.1661508 0.1662432 -0.0003611 -0.2274136 1.0000000 1.7881661 1.30e-06 795178.37
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1404771 0.1501866 0.1664300 0.1664958 0.1664798 -0.0003007 0.0922243 1.0000000 1.6616005 1.20e-06 845432.47
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3804850 0.9809393 0.9792411 0.9830838 0.9911721 0.9882291 0.9998859 1.0000000 17.3307719 4.60e-06 219543.02
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3956437 0.9700911 0.9721743 0.9683088 0.9858218 0.9807979 0.9998982 1.0000000 4.0078720 1.00e-06 987166.51
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3871161 0.9735910 0.9801347 0.9689752 0.9884123 0.9844942 0.9995866 1.0000000 3.4873983 9.00e-07 1110042.70
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3907351 0.9829736 0.9857601 0.9803884 0.9917172 0.9887943 0.9999618 1.0000000 10.0804484 2.60e-06 387616.78
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3978798 0.9811729 0.9830498 0.9794332 0.9909583 0.9878021 0.9999734 1.0000000 6.0701914 1.50e-06 655465.00
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3768363 0.9297201 0.9266329 0.9363530 0.9590875 0.9455874 0.9978164 1.0000000 9.5785539 2.50e-06 393416.69
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3789323 0.8165056 0.8304379 0.8149654 0.9273036 0.9010358 0.9951819 1.0000000 12.6904983 3.30e-06 298595.29
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3586312 0.8058028 0.8355359 0.8075307 0.9291615 0.9046574 0.9908722 1.0000000 3.9937290 1.10e-06 897985.81
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3674391 0.8802242 0.9185411 0.8629628 0.9510335 0.9326031 0.9959158 1.0000000 59.9571806 1.63e-05 61283.59
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3694040 0.8093709 0.8144881 0.8162087 0.9186138 0.8906352 0.9904744 1.0000000 5.7223918 1.50e-06 645541.26
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3804850 0.9122809 0.9281902 0.8987955 0.9521784 0.9360715 0.9991692 1.0000000 7.6669659 2.00e-06 496265.41
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3956437 0.7848306 0.8473776 0.7817361 0.9165229 0.8868840 0.9968468 1.0000000 7.6663407 1.90e-06 516078.94
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3871161 0.9064550 0.9197820 0.8962132 0.9513722 0.9346047 0.9993530 1.0000000 5.0444322 1.30e-06 767412.63
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3907351 0.9311440 0.9356362 0.9278213 0.9617598 0.9482840 0.9997271 1.0000000 6.3346529 1.60e-06 616821.64
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3978798 0.7887116 0.8694047 0.8111839 0.9345385 0.9128686 0.9878283 1.0000000 9.4938501 2.40e-06 419092.15
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3615263 0.7861955 0.8037900 0.7781127 0.8945059 0.8573024 0.9888850 1.0000000 3.7806714 1.00e-06 956248.93
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3828528 0.7968994 0.8070991 0.8037761 0.9160186 0.8857343 0.9950001 1.0000000 5.7055556 1.50e-06 671017.56
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3629528 0.8005984 0.8216057 0.7893447 0.9130813 0.8798888 0.9995278 1.0000000 4.0173454 1.10e-06 903464.25
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3718230 0.8011500 0.8423081 0.7974160 0.9151395 0.8830859 0.9945624 1.0000000 5.0371802 1.40e-06 738157.04
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3792755 0.7508270 0.7787744 0.7492935 0.8684674 0.8207238 0.9850465 1.0000000 4.4142837 1.20e-06 859200.55
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3804850 0.1474418 0.1662115 0.1663244 0.1659353 -0.0005770 -0.5489348 1.0000000 9.6060786 2.50e-06 396087.75
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3956437 0.1471226 0.1665318 0.1664829 0.1660868 -0.0001712 -0.8476625 1.0000000 3.2088789 8.00e-07 1232965.50
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3871161 0.1481222 0.1669468 0.1668464 0.1669259 0.0003551 -0.0411196 1.0000000 4.2133383 1.10e-06 918787.14
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3907351 0.1469698 0.1666656 0.1667315 0.1666349 -0.0000032 -0.0564468 1.0000000 15.7159976 4.00e-06 248622.52
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3978798 0.1473988 0.1664189 0.1665411 0.1663445 -0.0003147 -0.1442112 1.0000000 12.3134580 3.10e-06 323125.97
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16665728 0.9136516 0.9733260 0.8310327 0.9953191 0.9924212 0.9999973 0.9285714 40.8621966 2.50e-06 407851.99
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16671781 0.9009517 0.9798892 0.8502417 0.9951817 0.9922008 0.9999973 0.9642857 50.8744798 3.10e-06 327704.21
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16028386 0.9535125 0.9954967 0.9476354 0.9990190 0.9984107 0.9999998 1.0000000 25.6973886 1.60e-06 623735.99
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16163956 0.9866685 0.9943277 0.9449539 0.9988931 0.9982068 0.9999997 0.9642857 31.6438839 2.00e-06 510808.22
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16114380 0.9912529 0.9958908 0.9516100 0.9991491 0.9986220 0.9999998 0.9642857 44.9999834 2.80e-06 358097.47
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16209847 0.7459621 0.7805243 0.7398309 0.9758692 0.9603054 0.9999258 0.9642857 53.0861216 3.30e-06 305350.00
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16287863 0.7322986 0.7808186 0.7506089 0.9785594 0.9647482 0.9999616 1.0000000 55.2834005 3.40e-06 294624.84
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15674629 0.7647662 0.8118864 0.7867288 0.9822276 0.9707195 0.9999664 1.0000000 39.3603110 2.50e-06 398234.38
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15734492 0.7472937 0.7941467 0.7632924 0.9818740 0.9700263 0.9999678 1.0000000 44.8550412 2.90e-06 350785.37
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15536797 0.7500602 0.7679620 0.7962405 0.9717357 0.9540055 0.9998148 1.0000000 33.3402461 2.10e-06 466007.27
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16665728 0.8536318 0.8655430 0.8236794 0.9863474 0.9779058 0.9999739 0.9642857 48.9847749 2.90e-06 340222.61
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16671781 0.8480242 0.8847780 0.8302767 0.9862138 0.9776804 0.9999823 1.0000000 35.2608065 2.10e-06 472813.38
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16028386 0.9355738 0.9464327 0.8966102 0.9906108 0.9847956 0.9999847 0.9642857 43.1245720 2.70e-06 371676.41
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16163956 0.9374594 0.9167240 0.8955964 0.9918053 0.9867294 0.9999891 1.0000000 32.9611878 2.00e-06 490393.61
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16114380 0.9347145 0.9563095 0.8878876 0.9924889 0.9878326 0.9999929 0.9642857 39.9272330 2.50e-06 403593.71
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16462252 0.7565899 0.7180610 0.7960735 0.9548875 0.9279131 0.9999282 0.9642857 33.9019192 2.10e-06 485584.66
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16524341 0.7936174 0.7744144 0.8293554 0.9695528 0.9505594 0.9999614 1.0000000 33.5351260 2.00e-06 492747.25
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15872550 0.7996602 0.7800956 0.8430323 0.9692627 0.9501340 0.9999548 1.0000000 30.2185923 1.90e-06 525257.76
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15982233 0.7990147 0.7680052 0.8520217 0.9664047 0.9457119 0.9999594 1.0000000 32.5850655 2.00e-06 490477.24
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15956885 0.8074728 0.7868454 0.8465937 0.9708117 0.9526112 0.9999665 1.0000000 27.6880230 1.70e-06 576310.02
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16665728 0.0168025 0.0370126 0.0340954 0.0357071 -0.0000226 0.0599713 0.9642857 32.8490373 2.00e-06 507342.97
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16671781 0.0159087 0.0356913 0.0346922 0.0344552 -0.0000289 -0.0090248 1.0000000 22.4277924 1.30e-06 743353.64
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16028386 0.0159825 0.0357631 0.0349827 0.0345471 0.0000608 0.0300470 1.0000000 22.1017080 1.40e-06 725210.29
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16163956 0.0159414 0.0357364 0.0346010 0.0345506 0.0000277 0.0803638 1.0000000 31.1479624 1.90e-06 518941.04
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16114380 0.0159446 0.0357579 0.0345812 0.0346608 0.0000548 0.2338896 1.0000000 19.9350899 1.20e-06 808342.48
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 191351 0.1801439 0.4828962 0.1237731 0.6182461 0.1819791 0.9886216 0.8000000 0.2914427 1.50e-06 656564.74
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 74276 0.2649773 0.4927699 0.1820860 0.5719209 0.2361593 0.9927060 0.8000000 0.0497165 7.00e-07 1493990.84
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 181711 0.4074272 0.3367008 0.7253467 0.4024027 0.4520229 0.0820493 1.0000000 0.2214286 1.20e-06 820630.27
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 73320 0.4801758 0.4050072 0.7754272 0.4536961 0.4932753 0.1413835 1.0000000 0.0899184 1.20e-06 815406.33
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 191351 0.2313122 0.4208616 0.2031757 0.6030593 0.1737108 0.9865685 1.0000000 0.1446031 8.00e-07 1323284.57
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 74276 0.3293218 0.4309988 0.3053430 0.5450886 0.2443027 0.9776517 0.9333333 0.0496959 7.00e-07 1494610.34
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 152327 0.3400543 0.3217687 0.4417973 0.5332147 0.2624239 0.9863141 1.0000000 0.1621710 1.10e-06 939298.68
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 53817 0.4284216 0.3821974 0.6098529 0.4843265 0.3684539 0.8590466 1.0000000 0.0701940 1.30e-06 766689.88
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 191351 0.0348132 0.0666445 0.0645894 0.0669398 -0.0000332 0.2410758 1.0000000 0.1263624 7.00e-07 1514303.72
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 74276 0.0376753 0.0662828 0.0625507 0.0666433 -0.0005191 0.1692527 1.0000000 0.0566253 8.00e-07 1311711.07
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 191351 0.1551585 0.4763518 0.1262988 0.6198766 0.1879476 0.9880414 0.9333333 0.1376043 7.00e-07 1390588.97
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 74276 0.3082499 0.5042046 0.2575131 0.5720825 0.2591630 0.9951737 1.0000000 0.0690495 9.00e-07 1075692.59
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 182013 0.4368996 0.3549158 0.7878671 0.4037459 0.4545768 0.0789249 1.0000000 0.2150553 1.20e-06 846354.27
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 72943 0.5181911 0.4343033 0.8335059 0.4499952 0.4943810 0.1135547 1.0000000 0.0926428 1.30e-06 787357.58
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 191351 0.1787372 0.3636623 0.1273549 0.6146506 0.1661340 0.9860012 0.9333333 0.1133000 6.00e-07 1688887.16
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 74276 0.4158596 0.4861393 0.4817281 0.5588481 0.4201198 0.9185788 1.0000000 0.0551387 7.00e-07 1347074.77
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 150932 0.3528812 0.3369556 0.4423515 0.5390971 0.2650200 0.9895701 1.0000000 0.1172737 8.00e-07 1287006.87
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 53223 0.4219290 0.3758114 0.6131150 0.4879094 0.3630566 0.8896840 1.0000000 0.0482927 9.00e-07 1102090.89
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 191351 0.0348132 0.0666445 0.0645894 0.0669398 -0.0000332 0.2410758 1.0000000 0.1265904 7.00e-07 1511575.87
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 74276 0.0376753 0.0662828 0.0625507 0.0666433 -0.0005191 0.1692527 1.0000000 0.0610564 8.00e-07 1216514.69
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 191351 0.1623209 0.4879815 0.1306228 0.6191345 0.1834115 0.9869107 0.9333333 0.1229037 6.00e-07 1556917.73
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 74276 0.2812890 0.5034709 0.2323380 0.5722171 0.2462584 0.9944934 1.0000000 0.0520541 7.00e-07 1426899.93
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 182105 0.4063354 0.3355909 0.7280615 0.4022679 0.4532249 0.0767555 1.0000000 0.2175612 1.20e-06 837028.96
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 73294 0.5092613 0.4257812 0.8238791 0.4528747 0.4939633 0.1324611 1.0000000 0.0840890 1.10e-06 871623.83
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 191351 0.2592324 0.4285095 0.2604369 0.6015020 0.1798384 0.9851063 1.0000000 0.1723335 9.00e-07 1110352.94
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 74276 0.2911005 0.4442600 0.3214197 0.5600194 0.2127428 0.9869721 1.0000000 0.0479832 6.00e-07 1547959.00
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 151617 0.3541881 0.3370759 0.4462025 0.5395635 0.2625870 0.9895245 1.0000000 0.1521042 1.00e-06 996797.08
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 52882 0.4187497 0.3743916 0.5997720 0.4930222 0.3590148 0.9099187 1.0000000 0.0506942 1.00e-06 1043156.11
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 191351 0.0348132 0.0666445 0.0645894 0.0669398 -0.0000332 0.2410758 1.0000000 0.1337655 7.00e-07 1430495.61
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 74276 0.0376753 0.0662828 0.0625507 0.0666433 -0.0005191 0.1692527 1.0000000 0.0537522 7.00e-07 1381822.90
dataset_name-Samusik_seed-42 cyanno num-1 run0 755903 0.6942978 0.9246572 0.5957352 0.9244519 0.9047349 0.9999086 0.9200000 2.9860909 4.00e-06 253141.32
dataset_name-Samusik_seed-42 cyanno num-2 run0 760931 0.7216283 0.9219092 0.6173319 0.9268370 0.9075062 0.9998559 0.9200000 0.9305752 1.20e-06 817699.61
dataset_name-Samusik_seed-42 cyanno num-3 run0 757088 0.7314594 0.9199407 0.6377543 0.9271604 0.9079702 0.9998859 0.9200000 0.7673302 1.00e-06 986652.21
dataset_name-Samusik_seed-42 cyanno num-4 run0 758138 0.7214991 0.9261221 0.6267892 0.9264487 0.9071223 0.9998998 0.9200000 0.8602744 1.10e-06 881274.61
dataset_name-Samusik_seed-42 cyanno num-5 run0 764362 0.6850932 0.9258554 0.5893573 0.9246640 0.9050128 0.9999102 0.9200000 0.8022725 1.00e-06 952746.06
dataset_name-Samusik_seed-42 cygate num-1 run0 733815 0.5812737 0.5102146 0.8355827 0.7017150 0.6994972 0.6685737 1.0000000 1.2152873 1.70e-06 603820.16
dataset_name-Samusik_seed-42 cygate num-2 run0 706227 0.5951093 0.5196477 0.8562695 0.7279826 0.7247372 0.7171563 1.0000000 3.5982894 5.10e-06 196267.43
dataset_name-Samusik_seed-42 cygate num-3 run0 733150 0.5854425 0.4932038 0.8212039 0.6959940 0.6941336 0.6681452 1.0000000 3.3153379 4.50e-06 221138.84
dataset_name-Samusik_seed-42 cygate num-4 run0 721569 0.5846910 0.5078221 0.8565233 0.7122770 0.7104333 0.6900666 1.0000000 2.6000597 3.60e-06 277520.16
dataset_name-Samusik_seed-42 cygate num-5 run0 738262 0.6072418 0.5093747 0.8454708 0.7025622 0.7022152 0.6572345 1.0000000 2.5417289 3.40e-06 290456.62
dataset_name-Samusik_seed-42 dgcytof num-1 run0 755903 0.7203525 0.7585769 0.7162175 0.8971058 0.8718867 0.9992864 1.0000000 3.3724424 4.50e-06 224141.11
dataset_name-Samusik_seed-42 dgcytof num-2 run0 760931 0.7438271 0.7373622 0.7171271 0.8886220 0.8631065 0.9959633 1.0000000 2.0375379 2.70e-06 373456.12
dataset_name-Samusik_seed-42 dgcytof num-3 run0 757088 0.7550682 0.7861800 0.7306693 0.8934695 0.8686072 0.9974157 0.9600000 1.2295332 1.60e-06 615752.37
dataset_name-Samusik_seed-42 dgcytof num-4 run0 758138 0.7429506 0.7582590 0.7042544 0.8896032 0.8640856 0.9959219 1.0000000 0.9487900 1.30e-06 799057.72
dataset_name-Samusik_seed-42 dgcytof num-5 run0 764362 0.7437051 0.7794942 0.7087465 0.8917110 0.8654341 0.9988372 0.9600000 0.9667621 1.30e-06 790641.23
dataset_name-Samusik_seed-42 lda num-1 run0 574278 0.5154642 0.4682694 0.6425444 0.6972233 0.6300202 0.9914033 1.0000000 0.6075336 1.10e-06 945261.25
dataset_name-Samusik_seed-42 lda num-2 run0 538304 0.4877641 0.4721453 0.5606576 0.6800284 0.5868277 0.9881340 1.0000000 0.5739207 1.10e-06 937941.46
dataset_name-Samusik_seed-42 lda num-3 run0 529381 0.5091661 0.4737697 0.6139831 0.7038787 0.6325374 0.9928087 1.0000000 0.5747667 1.10e-06 921036.36
dataset_name-Samusik_seed-42 lda num-4 run0 507040 0.5095018 0.4714283 0.6158164 0.7015206 0.6274463 0.9981406 1.0000000 0.6818029 1.30e-06 743675.30
dataset_name-Samusik_seed-42 lda num-5 run0 550251 0.5331876 0.4964071 0.6074052 0.7055707 0.6337286 0.9974451 0.9600000 0.7009709 1.30e-06 784984.09
dataset_name-Samusik_seed-42 random num-1 run0 755903 0.0216813 0.0399638 0.0389090 0.0397141 -0.0000469 -0.2089410 1.0000000 0.6498199 9.00e-07 1163249.98
dataset_name-Samusik_seed-42 random num-2 run0 760931 0.0219292 0.0401403 0.0410146 0.0401311 0.0001603 -0.0075521 1.0000000 1.0447949 1.40e-06 728306.59
dataset_name-Samusik_seed-42 random num-3 run0 757088 0.0220319 0.0401720 0.0397949 0.0399504 0.0001959 -0.1881272 1.0000000 1.0396113 1.40e-06 728241.44
dataset_name-Samusik_seed-42 random num-4 run0 758138 0.0216870 0.0396104 0.0403864 0.0396709 -0.0004446 0.0510365 1.0000000 1.4631299 1.90e-06 518161.78
dataset_name-Samusik_seed-42 random num-5 run0 764362 0.0220622 0.0401830 0.0408082 0.0401917 0.0002100 0.0068237 1.0000000 1.0181931 1.30e-06 750704.36
dataset_name-Transformed_seed-42 cyanno num-1 run0 165885 0.8220793 0.9071562 0.7782691 0.9022033 0.8675436 0.9996301 1.0000000 0.1645806 1.00e-06 1007925.66
dataset_name-Transformed_seed-42 cyanno num-2 run0 160829 0.8826734 0.9184237 0.8551796 0.9207916 0.8933549 0.9993163 1.0000000 0.1653767 1.00e-06 972501.01
dataset_name-Transformed_seed-42 cyanno num-3 run0 163357 0.8710527 0.9094190 0.8467124 0.9193117 0.8913726 0.9995336 1.0000000 0.1872636 1.10e-06 872337.04
dataset_name-Transformed_seed-42 cyanno num-4 run0 163801 0.8466264 0.9157838 0.8020635 0.8973694 0.8615598 0.9974582 1.0000000 0.2315931 1.40e-06 707279.24
dataset_name-Transformed_seed-42 cyanno num-5 run0 161138 0.8593084 0.9085546 0.8309842 0.9131614 0.8831469 0.9994842 1.0000000 0.1684641 1.00e-06 956512.40
dataset_name-Transformed_seed-42 cygate num-1 run0 129918 0.8293428 0.8260931 0.8508377 0.8548238 0.8151108 0.9773333 1.0000000 0.1947556 1.50e-06 667082.14
dataset_name-Transformed_seed-42 cygate num-2 run0 158779 0.7782726 0.7873750 0.7721836 0.8313442 0.7732625 0.9989136 1.0000000 0.2169042 1.40e-06 732023.69
dataset_name-Transformed_seed-42 cygate num-3 run0 136527 0.8238803 0.8121363 0.8491632 0.8398485 0.7945793 0.9758936 1.0000000 0.2309708 1.70e-06 591100.61
dataset_name-Transformed_seed-42 cygate num-4 run0 142677 0.8431932 0.8401774 0.8528966 0.8695165 0.8292505 0.9914864 1.0000000 0.2236576 1.60e-06 637925.97
dataset_name-Transformed_seed-42 cygate num-5 run0 153417 0.8066204 0.8092770 0.8102611 0.8460601 0.7955518 0.9899215 1.0000000 0.6013378 3.90e-06 255126.15
dataset_name-Transformed_seed-42 dgcytof num-1 run0 165885 0.7880688 0.8251349 0.7683889 0.8519697 0.8007634 0.9962098 1.0000000 0.4120913 2.50e-06 402544.30
dataset_name-Transformed_seed-42 dgcytof num-2 run0 160829 0.8154789 0.8577611 0.7918998 0.8661498 0.8203063 0.9915615 1.0000000 0.1734163 1.10e-06 927415.95
dataset_name-Transformed_seed-42 dgcytof num-3 run0 163357 0.8271331 0.8365656 0.8271689 0.8678049 0.8242314 0.9924858 1.0000000 0.1791835 1.10e-06 911674.55
dataset_name-Transformed_seed-42 dgcytof num-4 run0 163801 0.7956207 0.8462226 0.7762614 0.8646101 0.8178702 0.9945380 1.0000000 0.3338698 2.00e-06 490613.34
dataset_name-Transformed_seed-42 dgcytof num-5 run0 161138 0.8326554 0.8574469 0.8141256 0.8742258 0.8315251 0.9956901 1.0000000 0.1796474 1.10e-06 896968.20
dataset_name-Transformed_seed-42 lda num-1 run0 62691 0.7058419 0.6804608 0.7721408 0.8233399 0.7689956 0.9736697 1.0000000 0.1159371 1.80e-06 540732.76
dataset_name-Transformed_seed-42 lda num-2 run0 109307 0.7224529 0.7314677 0.7355784 0.8324353 0.7665856 0.9868147 1.0000000 0.1248778 1.10e-06 875311.36
dataset_name-Transformed_seed-42 lda num-3 run0 56914 0.6994181 0.7561434 0.7377706 0.8406016 0.7904131 0.9638663 1.0000000 0.0914609 1.60e-06 622276.68
dataset_name-Transformed_seed-42 lda num-4 run0 92497 0.7086492 0.6914691 0.7463108 0.8077343 0.7432738 0.9625323 1.0000000 0.1056027 1.10e-06 875895.78
dataset_name-Transformed_seed-42 lda num-5 run0 110391 0.6715961 0.7295702 0.6466238 0.7684050 0.6887022 0.9290716 1.0000000 0.1332654 1.20e-06 828354.58
dataset_name-Transformed_seed-42 random num-1 run0 165885 0.0950935 0.1243144 0.1277157 0.1248335 -0.0008734 0.1599737 1.0000000 0.1352691 8.00e-07 1226333.08
dataset_name-Transformed_seed-42 random num-2 run0 160829 0.0958246 0.1268777 0.1267890 0.1251889 0.0023114 -0.5061033 1.0000000 0.1836963 1.10e-06 875515.79
dataset_name-Transformed_seed-42 random num-3 run0 163357 0.0947444 0.1254925 0.1253849 0.1255287 0.0006215 0.0082225 1.0000000 0.1554689 1.00e-06 1050737.31
dataset_name-Transformed_seed-42 random num-4 run0 163801 0.0944542 0.1250471 0.1268990 0.1232410 0.0000809 -0.5457870 1.0000000 0.2553876 1.60e-06 641381.97
dataset_name-Transformed_seed-42 random num-5 run0 161138 0.0952030 0.1246035 0.1260191 0.1247502 -0.0004738 0.0403137 1.0000000 0.1289774 8.00e-07 1249350.47

Per-population Summary

dataset model population_id population_name population median_f1 mean_f1 median_precision median_recall median_support n_runs
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 1 B Cell (CD27-) B Cell (CD27-) 0.8884593 0.8816672 0.8829816 0.8987286 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7116311 0.6989470 0.8553552 0.6324941 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8897785 0.8057720 0.9085556 0.8884802 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7214577 0.6575343 0.6820283 0.7704253 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4794550 0.5148398 0.7485331 0.3932130 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5880133 0.5621058 0.5770826 0.6231672 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9130982 0.8005447 0.9484017 0.8639436 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2570010 0.1951624 0.4021745 0.0020099 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA NA 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7725075 0.7516881 0.7445789 0.8026129 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 2 B Cell (Memory) B Cell (Memory) 0.8640520 0.8562375 0.8569308 0.8911492 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9640697 0.9592219 0.9685151 0.9596650 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5839182 0.6019450 0.6808727 0.4858572 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9023805 0.9050383 0.8727499 0.9599205 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6978083 0.7153492 0.9302851 0.5582920 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9535366 0.9535223 0.9196423 0.9912993 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 25 Ungated Ungated 0.7989352 0.7871027 0.7919746 0.8097655 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7660786 0.7608864 0.7868339 0.7070060 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 4 Basophil Basophil 0.7552768 0.7552768 0.7100065 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7323937 0.7143969 0.6157794 0.7287009 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6947407 0.6868811 0.6796596 0.6945645 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3920722 0.3635273 0.4486494 0.4447243 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7085686 0.6915170 0.7082065 0.6940867 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7365888 0.7168719 0.6945558 0.8444172 207118.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 1 B Cell (CD27-) B Cell (CD27-) 0.5716058 0.6507140 0.4112693 0.9449907 109674.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3656596 0.3075776 0.6213795 0.2504502 52177.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8463631 0.8201129 0.9390469 0.8214629 161173.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5950857 0.5760556 0.6309929 0.5630450 28691.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4792726 0.4936611 0.3245713 0.7678094 40113.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4505339 0.3870682 0.3346663 0.4559350 7387.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8647254 0.8362653 0.9056327 0.8744258 171582.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 16 Debris Debris NA NA NA 0.0000000 3376.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2871447 0.2796713 0.2037775 0.4629161 7344.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0118095 0.0118095 0.0062327 0.0000000 401.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7423103 0.7262802 0.6630103 0.8446628 100134.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 2 B Cell (Memory) B Cell (Memory) 0.6346287 0.6317537 0.4730265 0.9409385 38914.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9542914 0.9541439 0.9620554 0.9534491 675102.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4577826 0.4625577 0.3686792 0.6699533 26282.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8948095 0.8840709 0.8449572 0.9634565 204059.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7905927 0.7384901 0.8091887 0.7287428 66660.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9335584 0.9298233 0.8799673 0.9964571 30881.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 25 Ungated Ungated 0.2432438 0.2685343 0.6360668 0.1503750 367524.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7467269 0.7497669 0.6034681 0.9820537 13602.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 4 Basophil Basophil 0.7102886 0.7102886 0.5650042 0.0000000 2089.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.5221318 0.4453043 0.5900547 0.0515784 185231.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6435652 0.6291843 0.6256109 0.6722658 194574.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1558201 0.1611007 0.1202960 0.2211173 7185.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6337012 0.5721218 0.5449645 0.6774506 32811.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6750031 0.6862052 0.5442377 0.9468603 203044.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 1 B Cell (CD27-) B Cell (CD27-) 0.8614746 0.8457867 0.8373318 0.8916987 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6556791 0.6684137 0.7172186 0.6493308 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7967003 0.7765493 0.8321332 0.9027039 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5630463 0.5671880 0.6088552 0.7139936 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4855928 0.4839652 0.6464910 0.4024300 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4443872 0.4510901 0.4266799 0.4969664 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8138599 0.7603551 0.9438182 0.7345017 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0464873 0.0830826 0.2447341 0.0122995 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0214592 0.0214592 0.0833333 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7358588 0.7323509 0.7227300 0.7744044 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 2 B Cell (Memory) B Cell (Memory) 0.7846391 0.8078781 0.8432508 0.7984476 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9596687 0.9592693 0.9538931 0.9646452 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3694766 0.3304772 0.4393939 0.4088163 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8856299 0.8855905 0.8387819 0.9611269 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6787957 0.6969037 0.8186991 0.5611038 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9498443 0.9494209 0.9155538 0.9932321 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 25 Ungated Ungated 0.7509518 0.7416718 0.7238303 0.7390930 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6146800 0.5718418 0.7895213 0.5032370 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 4 Basophil Basophil 0.6675326 0.6675326 0.7249825 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6954715 0.6863750 0.5970482 0.7290223 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6554744 0.6523126 0.6802978 0.6570684 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2881963 0.2732169 0.3708282 0.2246743 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6533897 0.6422500 0.6070360 0.7074078 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7201941 0.6953672 0.6823472 0.8143224 207118.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 1 B Cell (CD27-) B Cell (CD27-) 0.5482235 0.5580461 0.4587638 0.7033667 102449.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6757969 0.6484393 0.6516321 0.7018230 41956.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7134468 0.7310068 0.7178533 0.8205596 148038.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2866822 0.2567039 0.3258325 0.3180463 22590.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3764790 0.3657052 0.3690499 0.3667654 30041.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1076701 0.1235213 0.1680498 0.2177487 4863.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7468755 0.7196206 0.8533520 0.7383348 156478.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 16 Debris Debris NA NA NA 0.0000000 3197.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2314724 0.2184495 0.1478981 0.4874593 6140.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0481630 0.0481630 0.0254196 0.0000000 382.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3950466 0.3918102 0.4224683 0.3826306 83971.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 2 B Cell (Memory) B Cell (Memory) 0.3803937 0.4086533 0.3050452 0.6205598 36516.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9218843 0.9192312 0.9358501 0.9089229 637271.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3833671 0.3161306 0.2662770 0.6842543 24430.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8417640 0.8438888 0.8219524 0.8641214 197463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7171584 0.6036754 0.6559900 0.6629048 57191.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8944247 0.8955482 0.8371075 0.9722014 30404.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 25 Ungated Ungated 0.4147571 0.4185944 0.5329944 0.3502761 366843.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6917688 0.6955169 0.5906402 0.8161860 14570.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 4 Basophil Basophil 0.3339492 0.3339492 0.2187865 0.0000000 2102.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3395797 0.3545954 0.4812185 0.2491866 136257.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4402187 0.4142717 0.5719310 0.3997168 129427.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0488857 0.0545987 0.0584071 0.0082294 5284.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4784670 0.4610005 0.3248082 0.7528058 25320.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6122598 0.6140880 0.5042567 0.8208284 142408.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 1 B Cell (CD27-) B Cell (CD27-) 0.0420243 0.0420141 0.0391647 0.0453345 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0269833 0.0267363 0.0190918 0.0454076 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0516947 0.0514808 0.0588321 0.0461682 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0165624 0.0167714 0.0101792 0.0441594 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0214988 0.0217696 0.0138922 0.0463306 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0051400 0.0051056 0.0027355 0.0470541 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0533843 0.0524904 0.0616302 0.0467784 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0051447 0.0050515 0.0027240 0.0443521 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0002408 0.0002408 0.0001208 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0394333 0.0394877 0.0354156 0.0436196 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 2 B Cell (Memory) B Cell (Memory) 0.0214830 0.0211215 0.0139114 0.0460434 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0764682 0.0769440 0.2405279 0.0454520 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0160310 0.0159307 0.0096336 0.0449160 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0576132 0.0569337 0.0752209 0.0466852 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0323436 0.0319843 0.0244718 0.0458536 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0180934 0.0181913 0.0113226 0.0474562 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 25 Ungated Ungated 0.0680559 0.0692760 0.1491396 0.0441718 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0100053 0.0096978 0.0055453 0.0452364 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 4 Basophil Basophil 0.0015990 0.0015990 0.0008145 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0523614 0.0518561 0.0651585 0.0416168 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0544784 0.0553009 0.0705553 0.0444572 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0049660 0.0050062 0.0026159 0.0447262 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0196302 0.0192320 0.0121732 0.0477316 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0563204 0.0561929 0.0734999 0.0453416 207118.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9952271 0.9951828 0.9931234 0.9977010 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 2 CD19 CD19 0.9980679 0.9980540 0.9977000 0.9981515 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 3 CD3+ CD3+ 0.9452731 0.9426529 0.9630869 0.9310483 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 4 CD4 CD4 0.9975929 0.9974529 0.9967745 0.9980667 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 5 CD8 CD8 0.9856157 0.9826904 0.9784803 0.9907093 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 6 Ungated Ungated 0.9882641 0.9883346 0.9918741 0.9830800 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9415196 0.9437551 0.8992921 0.9879083 176928.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 2 CD19 CD19 0.9877271 0.9803637 0.9761987 0.9994857 162083.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 3 CD3+ CD3+ 0.6543811 0.5866573 0.6038113 0.7141957 59969.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 4 CD4 CD4 0.9751355 0.9769311 0.9663753 0.9854509 634665.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 5 CD8 CD8 0.8996683 0.8720359 0.9405898 0.8621591 184373.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 6 Ungated Ungated 0.8965520 0.8724374 0.9938259 0.8125004 144891.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9835777 0.9744857 0.9842749 0.9833226 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 2 CD19 CD19 0.9835726 0.9834973 0.9875476 0.9839130 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 3 CD3+ CD3+ 0.3233234 0.4765254 0.6195445 0.2187385 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 4 CD4 CD4 0.9838368 0.9831674 0.9778165 0.9905541 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 5 CD8 CD8 0.8972493 0.9107208 0.8400753 0.9742544 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 6 Ungated Ungated 0.9484526 0.9402153 0.9686956 0.9563705 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.8995604 0.8909452 0.9855905 0.8273434 172395.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 2 CD19 CD19 0.9558441 0.9576817 0.9767085 0.9323625 158792.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 3 CD3+ CD3+ 0.3499456 0.3442245 0.4816722 0.2765731 54057.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 4 CD4 CD4 0.9636941 0.9485427 0.9372373 0.9856454 655604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 5 CD8 CD8 0.8369879 0.8477342 0.8639224 0.8139662 154988.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 6 Ungated Ungated 0.8413835 0.8293757 0.8270486 0.9359976 178744.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1423277 0.1433135 0.1241649 0.1659559 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 2 CD19 CD19 0.1351334 0.1337508 0.1133601 0.1668043 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 3 CD3+ CD3+ 0.0785463 0.0772272 0.0516393 0.1647638 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 4 CD4 CD4 0.2427503 0.2432568 0.4456275 0.1667643 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 5 CD8 CD8 0.1461974 0.1480615 0.1298590 0.1672586 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 6 Ungated Ungated 0.1443725 0.1431850 0.1265144 0.1664718 182151.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9973501 0.9971683 0.9966694 0.9981673 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 2 CD19 CD19 0.9977959 0.9977245 0.9973462 0.9983909 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 3 CD3+ CD3+ 0.9326685 0.9190756 0.9530722 0.9169976 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 4 CD4 CD4 0.9969014 0.9961625 0.9956446 0.9974557 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 5 CD8 CD8 0.9743091 0.9705667 0.9670460 0.9816821 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 6 Ungated Ungated 0.9860302 0.9858239 0.9918108 0.9803165 481919.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9698996 0.9689873 0.9439157 0.9942791 890591.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 2 CD19 CD19 0.9871038 0.9819610 0.9782040 0.9952215 408947.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 3 CD3+ CD3+ 0.2401219 0.4088021 0.3809677 0.2286905 140300.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 4 CD4 CD4 0.9749384 0.9731539 0.9741259 0.9799144 1567485.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 5 CD8 CD8 0.8620573 0.8784254 0.7876727 0.9702812 342874.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 6 Ungated Ungated 0.8721326 0.8786186 0.9983168 0.7754015 348133.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9834061 0.9826746 0.9894232 0.9842258 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 2 CD19 CD19 0.9692531 0.9679696 0.9782882 0.9603834 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 3 CD3+ CD3+ 0.6942688 0.4749693 0.7772912 0.6272702 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 4 CD4 CD4 0.9774909 0.9713960 0.9606666 0.9919632 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 5 CD8 CD8 0.9001635 0.8716380 0.8805106 0.9402723 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 6 Ungated Ungated 0.9291638 0.9194590 0.9284255 0.9299032 481919.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.9291315 0.9335637 0.9724627 0.8894971 859896.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 2 CD19 CD19 0.9501815 0.9453941 0.9751345 0.9262879 390913.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 3 CD3+ CD3+ 0.2837239 0.2886683 0.4451704 0.2077855 128611.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 4 CD4 CD4 0.9679295 0.9649877 0.9435796 0.9864399 1616314.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 5 CD8 CD8 0.7980408 0.7855676 0.7898424 0.8776566 276484.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 6 Ungated Ungated 0.8101688 0.8046229 0.7605884 0.8552315 451464.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1921807 0.1920161 0.2269582 0.1666452 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 2 CD19 CD19 0.1286167 0.1284702 0.1048351 0.1675819 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 3 CD3+ CD3+ 0.0718694 0.0698226 0.0457826 0.1668516 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 4 CD4 CD4 0.2378556 0.2366669 0.4161619 0.1664989 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 5 CD8 CD8 0.1168220 0.1162470 0.0894182 0.1660242 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 6 Ungated Ungated 0.1420001 0.1412435 0.1241407 0.1660017 481919.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 1 /Granulocytes /Granulocytes 0.9999827 0.9999028 0.9999987 0.9999657 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9988664 0.9949693 0.9981243 0.9996097 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9974779 0.9965510 0.9958006 0.9991608 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9575901 0.9484975 0.9940476 0.9210028 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9936105 0.9869958 0.9961641 0.9910700 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9852846 0.7622674 0.9989232 0.9711304 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9945908 0.9814408 0.9944087 0.9947731 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9908347 0.9765212 0.9919088 0.9888662 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9985826 0.9978100 0.9985367 0.9984491 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015949 0.0015949 1.0000000 0.0000000 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9996789 0.9986962 0.9995094 0.9998418 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9823193 0.9700488 0.9928526 0.9716181 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9972684 0.9928140 0.9979877 0.9963954 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9995591 0.9986644 0.9993273 0.9997910 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8908858 0.6079967 0.9940120 0.8046377 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9812449 0.9367277 0.9868372 0.9734491 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9972658 0.9951140 0.9971676 0.9962637 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9987135 0.9967074 0.9981695 0.9992580 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9962744 0.9884969 0.9968927 0.9952395 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9989840 0.9973917 0.9988442 0.9991239 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9942815 0.9692121 0.9969747 0.9906332 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9943560 0.9863357 0.9979329 0.9908046 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9954864 0.9853807 0.9970637 0.9936370 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9954486 0.9876076 0.9917164 0.9986365 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9467098 0.8858794 0.9835456 0.9031522 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9569838 0.9261216 0.9658338 0.9628128 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9867533 0.9808442 0.9920421 0.9810868 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9878527 0.9397124 0.9969681 0.9781801 23780.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 1 /Granulocytes /Granulocytes 0.9987110 0.9980050 0.9998839 0.9976580 9660187.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9789924 0.9767595 0.9663819 0.9916051 601094.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9562684 0.9479178 0.9655935 0.9597875 985529.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4351775 0.4899034 0.4685062 0.6990891 44700.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8669715 0.8516472 0.8756224 0.8411783 50802.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8827499 0.7566811 0.8704351 0.8918600 2242.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9145740 0.9045385 0.8484943 0.9878253 47542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9285850 0.9295122 0.8694270 0.9916104 41870.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9942898 0.9903471 0.9891114 0.9995821 141171.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0109764 0.0110010 0.0057585 0.1169306 821.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9822941 0.9818864 0.9864407 0.9781078 1015665.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.4554566 0.5005134 0.9759085 0.3048134 37175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9686382 0.9687435 0.9477382 0.9919168 141644.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9737677 0.9744443 0.9646704 0.9830382 1327749.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0034436 0.0318693 0.0036815 0.0036336 5122.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0825357 0.0778771 0.8606285 0.0432657 42590.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9881599 0.9884443 0.9957997 0.9835840 444068.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9728345 0.9710795 0.9924690 0.9533811 396760.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8871187 0.8459395 0.9920941 0.8255676 84233.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9596078 0.9610166 0.9586703 0.9746407 408962.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.3677768 0.3678885 0.3136265 0.5773922 24296.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9521316 0.9518344 0.9315340 0.9822434 49571.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9447101 0.9419425 0.9304039 0.9594631 63167.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8995580 0.8957606 0.8816346 0.9117288 97026.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6054649 0.6444258 0.4749422 0.8349146 4663.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8487136 0.8204479 0.8500341 0.8507300 7329.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8641618 0.8486268 0.8635237 0.8732992 49463.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.5033782 0.3192227 0.7698206 0.3739504 18011.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 1 /Granulocytes /Granulocytes 0.9994168 0.9993892 0.9992319 0.9994733 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9917639 0.9887720 0.9871895 0.9936750 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9868021 0.9866756 0.9825752 0.9939762 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.7035949 0.7158082 0.8663985 0.5508658 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9569957 0.9419567 0.9563969 0.9526892 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8757895 0.8779228 0.9798638 0.7393206 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9541025 0.9189193 0.9665376 0.9371476 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9821590 0.9726027 0.9840204 0.9831546 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9977360 0.9975635 0.9981822 0.9974863 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0148907 0.0148907 0.0285714 0.0000000 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9791098 0.9793644 0.9839388 0.9837614 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8917560 0.8849548 0.9182350 0.9215396 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9730406 0.9635881 0.9773994 0.9687204 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9866442 0.9863283 0.9915874 0.9865080 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7648090 0.7222095 0.8748376 0.7377778 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8904509 0.8862968 0.9387190 0.8755498 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9758447 0.9795982 0.9868070 0.9811159 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9727311 0.9724667 0.9741377 0.9741563 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9378425 0.9376705 0.9300940 0.9549454 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9809102 0.9783403 0.9800429 0.9798495 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8650455 0.8389338 0.9171215 0.8358884 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9454438 0.9395179 0.9690393 0.9405421 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9868270 0.9812569 0.9891401 0.9761621 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9266174 0.9304611 0.9352492 0.9738351 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6803018 0.6652723 0.7069347 0.6767229 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8741407 0.8486389 0.8823223 0.8910042 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9796333 0.9742531 0.9844321 0.9742844 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8339601 0.8212512 0.8828122 0.8017450 23780.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 1 /Granulocytes /Granulocytes 0.9941722 0.9920517 0.9993092 0.9890878 9728281.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9697640 0.9657857 0.9697496 0.9697036 613341.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9451932 0.9397047 0.9333990 0.9495075 986287.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4568719 0.4259651 0.4363223 0.4531360 44058.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8150012 0.7987508 0.7720978 0.8629531 90284.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8352932 0.8381994 0.7518064 0.9310587 2864.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8177864 0.8058207 0.7202498 0.9213517 51312.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8728482 0.8716001 0.7825891 0.9866414 42683.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9166037 0.9170688 0.8469229 0.9987843 141617.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0509934 0.0481132 0.0315444 0.1329879 1159.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9559097 0.9564201 0.9492055 0.9662001 1003288.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6365318 0.6332422 0.7917385 0.5703205 49781.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9224168 0.9205635 0.8681852 0.9837275 141716.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9640053 0.9642419 0.9863359 0.9429581 1303991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3990007 0.3898884 0.5468026 0.3227535 4912.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8630572 0.8603703 0.9376841 0.8163791 42481.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9497408 0.9497978 0.9346820 0.9686542 459283.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9184407 0.9173536 0.9551278 0.8901108 448215.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8961737 0.8759022 0.8412484 0.9297658 87308.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9327076 0.9297118 0.9305049 0.9408574 433651.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7764254 0.7633752 0.6576801 0.9434751 25731.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8211717 0.8084608 0.7539711 0.9012171 48702.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8598470 0.8424187 0.7718165 0.9654584 64245.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8594069 0.8594098 0.8263637 0.9113552 96453.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6389649 0.6351569 0.5180972 0.8605879 7114.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8270372 0.8219025 0.7156016 0.9763320 8746.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7440970 0.7333099 0.9011770 0.6392085 48061.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7092078 0.7073246 0.6149978 0.8371217 23625.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 1 /Granulocytes /Granulocytes 0.0652474 0.0657566 0.6037370 0.0344870 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0362850 0.0362920 0.0379797 0.0347352 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0444866 0.0446038 0.0621690 0.0345517 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056278 0.0056578 0.0030590 0.0353968 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0096833 0.0097005 0.0056086 0.0345923 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003643 0.0003707 0.0001831 0.0349815 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0058748 0.0058613 0.0032010 0.0351636 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0049236 0.0048739 0.0026513 0.0347460 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140854 0.0141162 0.0088117 0.0348745 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001493 0.0001578 0.0000748 0.0327215 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0449597 0.0450518 0.0636569 0.0346967 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059718 0.0059184 0.0032633 0.0351324 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140868 0.0140959 0.0088417 0.0346293 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0491349 0.0490813 0.0831439 0.0348177 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006024 0.0006288 0.0003039 0.0334093 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051093 0.0051085 0.0027543 0.0351890 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0312615 0.0313368 0.0285911 0.0344821 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0313362 0.0314583 0.0287726 0.0344469 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101135 0.0101729 0.0059227 0.0343881 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0306790 0.0305989 0.0272762 0.0346232 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0033950 0.0033753 0.0017816 0.0351166 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057002 0.0057185 0.0030977 0.0354169 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070912 0.0071325 0.0039506 0.0341925 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106488 0.0105584 0.0062700 0.0352700 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009121 0.0009165 0.0004621 0.0351508 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010391 0.0010446 0.0005277 0.0337815 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056309 0.0055995 0.0030670 0.0343249 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027711 0.0027721 0.0014445 0.0345308 23780.0 5
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 1 Basophils Basophils 0.0361426 0.0361426 0.4583333 0.0196856 603.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 10 Monocytes Monocytes 0.3025639 0.3025639 0.4960016 0.2262568 10549.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 11 Plasma_B_cells Plasma_B_cells 0.0392157 0.0392157 0.4166667 0.0102881 165.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 12 Pre_B_cells Pre_B_cells 0.1748178 0.1748178 0.4793546 0.1110403 3067.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 13 Pro_B_cells Pro_B_cells NA NA NA 0.0000000 256.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 14 pDCs pDCs 0.0081360 0.0081360 0.4500000 0.0041060 619.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 15 ungated ungated 0.7094044 0.7094044 0.6176820 0.8337578 80721.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.0861833 0.0861833 0.4917582 0.0507455 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.0764359 0.0764359 0.4873193 0.0414764 1952.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs NA NA NA 0.0000000 152.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1083976 0.1083976 0.4499629 0.0650101 1647.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.1704918 0.1704918 0.4727273 0.0520000 458.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 7 CD4_T_cells CD4_T_cells 0.4029121 0.4029121 0.4958194 0.3650662 13183.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 8 CD8_T_cells CD8_T_cells 0.2683586 0.2683586 0.4913774 0.1846430 10054.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 9 Mature_B_cells Mature_B_cells 0.3925210 0.3925210 0.4916908 0.3298674 8260.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 1 Basophils Basophils 0.5288327 0.5288327 0.3687384 0.9376161 596.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 10 Monocytes Monocytes 0.5812878 0.5812878 0.4116673 0.9886487 10522.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 11 Plasma_B_cells Plasma_B_cells 0.0491322 0.0491322 0.0500723 0.0482331 164.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 12 Pre_B_cells Pre_B_cells 0.5588945 0.5588945 0.3904875 0.9925816 3054.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 13 Pro_B_cells Pro_B_cells 0.3318385 0.3318385 0.2368189 0.5547990 256.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 14 pDCs pDCs 0.4805199 0.4805199 0.3196730 0.9888089 617.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 15 ungated ungated 0.0809739 0.0809739 0.8754743 0.0425925 75725.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5247098 0.5247098 0.3751844 0.8730536 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5285445 0.5285445 0.3836260 0.8695039 1897.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0124403 0.0124403 0.0073411 0.0546748 152.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5784859 0.5784859 0.4158462 0.9596803 1638.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5879684 0.5879684 0.4205744 0.9767267 458.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 7 CD4_T_cells CD4_T_cells 0.5884600 0.5884600 0.4193624 0.9906242 13161.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 8 CD8_T_cells CD8_T_cells 0.6039942 0.6039942 0.4340098 0.9954453 10043.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 9 Mature_B_cells Mature_B_cells 0.6209397 0.6209397 0.4539339 0.9828150 8104.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 1 Basophils Basophils 0.3005847 0.3005847 0.4035366 0.2485237 603.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 10 Monocytes Monocytes 0.4383002 0.4383002 0.4330409 0.4550844 10549.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.2598192 0.2598192 0.4215268 0.1878104 165.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 12 Pre_B_cells Pre_B_cells 0.0746637 0.0746637 0.4407027 0.0417211 3067.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 13 Pro_B_cells Pro_B_cells 0.1104057 0.1104057 0.3597561 0.1040760 256.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 14 pDCs pDCs 0.1895703 0.1895703 0.4559659 0.1492847 619.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 15 ungated ungated 0.6810913 0.6810913 0.6127705 0.7691205 80721.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.3090778 0.3090778 0.4298597 0.1206412 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.2641560 0.2641560 0.4119893 0.2401338 1952.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.1519470 0.1519470 0.2615385 0.1107908 152.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.2094947 0.2094947 0.3869281 0.1945629 1647.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.3395371 0.3395371 0.3775701 0.3093874 458.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 7 CD4_T_cells CD4_T_cells 0.0246695 0.0246695 0.4488309 0.0127328 13183.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 8 CD8_T_cells CD8_T_cells 0.4371834 0.4371834 0.4591078 0.4836082 10054.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 9 Mature_B_cells Mature_B_cells 0.4041324 0.4041324 0.4852599 0.3864123 8260.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 1 Basophils Basophils 0.2623888 0.2623888 0.3010690 0.3159710 511.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 10 Monocytes Monocytes 0.5017465 0.5017465 0.3967446 0.7299153 8564.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 11 Plasma_B_cells Plasma_B_cells 0.4993708 0.4993708 0.3716309 0.7866914 162.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 12 Pre_B_cells Pre_B_cells 0.4551754 0.4551754 0.4091997 0.5715950 2500.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 13 Pro_B_cells Pro_B_cells 0.2297606 0.2297606 0.1577221 0.4763514 213.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 14 pDCs pDCs 0.3600158 0.3600158 0.2593832 0.6114168 534.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 15 ungated ungated 0.5230458 0.5230458 0.6491146 0.4502575 63540.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3318896 0.3318896 0.4034079 0.4894143 1069.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3854712 0.3854712 0.3280154 0.5045337 1779.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2018231 0.2018231 0.1448028 0.3961656 130.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3311031 0.3311031 0.3548907 0.3110439 1383.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2471593 0.2471593 0.1615261 0.5549469 386.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 7 CD4_T_cells CD4_T_cells 0.3990446 0.3990446 0.4472743 0.4172118 8243.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 8 CD8_T_cells CD8_T_cells 0.4764897 0.4764897 0.4511476 0.5120046 7174.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 9 Mature_B_cells Mature_B_cells 0.5590853 0.5590853 0.4438173 0.7598576 6880.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 1 Basophils Basophils 0.0069382 0.0069382 0.0036983 0.0574753 603.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 10 Monocytes Monocytes 0.0733508 0.0733508 0.0782385 0.0694657 10549.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0014474 0.0007370 0.0403008 165.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0381823 0.0275321 0.0681116 3067.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0039471 0.0020749 0.0553631 256.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 14 pDCs pDCs 0.0111091 0.0111091 0.0061102 0.0696415 619.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 15 ungated ungated 0.1195857 0.1195857 0.5915343 0.0665282 80721.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0132175 0.0074216 0.0621880 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0252064 0.0156071 0.0664401 1952.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0018553 0.0009467 0.0493154 152.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0243956 0.0149395 0.0689886 1647.5 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0077937 0.0040963 0.0800360 458.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0808677 0.1024662 0.0669720 13183.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0735189 0.0820759 0.0672536 10054.0 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0622476 0.0594759 0.0654708 8260.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 1 Basophils Basophils 0.1043972 0.1043972 0.4166667 0.0656626 603.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 10 Monocytes Monocytes 0.2685052 0.2685052 0.4979551 0.2097007 10549.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 11 Plasma_B_cells Plasma_B_cells 0.1805522 0.1805522 0.4948980 0.1399886 165.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 12 Pre_B_cells Pre_B_cells 0.2425305 0.2425305 0.4926744 0.1824543 3067.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 13 Pro_B_cells Pro_B_cells 0.1378407 0.1378407 0.4975728 0.0896472 256.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 14 pDCs pDCs 0.0352749 0.0352749 0.4166667 0.0188633 619.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 15 ungated ungated 0.7050179 0.7050179 0.6208915 0.8173038 80721.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.1675699 0.1675699 0.4966368 0.1215207 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.1835624 0.1835624 0.4950977 0.1237838 1952.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 0.0161290 0.5000000 0.0040984 152.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1654965 0.1654965 0.4966411 0.1142371 1647.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0500821 0.0500821 0.4500000 0.0275015 458.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 7 CD4_T_cells CD4_T_cells 0.3952713 0.3952713 0.4971828 0.3497219 13183.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 8 CD8_T_cells CD8_T_cells 0.3465205 0.3465205 0.4979636 0.2657284 10054.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 9 Mature_B_cells Mature_B_cells 0.4072976 0.4072976 0.4951500 0.3483766 8260.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 1 Basophils Basophils 0.5281267 0.5281267 0.3618458 0.9937238 603.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 10 Monocytes Monocytes 0.5671506 0.5671506 0.3966147 0.9965056 10538.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 11 Plasma_B_cells Plasma_B_cells 0.5156073 0.5156073 0.3701975 0.8758906 164.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 12 Pre_B_cells Pre_B_cells 0.5736807 0.5736807 0.4052909 0.9898826 3045.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 13 Pro_B_cells Pro_B_cells 0.3375999 0.3375999 0.2425765 0.5551039 256.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 14 pDCs pDCs 0.4856129 0.4856129 0.3238788 0.9716396 618.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 15 ungated ungated 0.0658786 0.0658786 0.8761967 0.0342491 75628.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5389235 0.5389235 0.3907630 0.8711462 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5337086 0.5337086 0.3842511 0.8927705 1924.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0245744 0.0245744 0.0171062 0.0437309 152.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5797696 0.5797696 0.4124857 0.9808738 1644.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5987736 0.5987736 0.4301915 0.9857357 458.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 7 CD4_T_cells CD4_T_cells 0.5894082 0.5894082 0.4204037 0.9900086 13164.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 8 CD8_T_cells CD8_T_cells 0.6045194 0.6045194 0.4344341 0.9970079 10049.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 9 Mature_B_cells Mature_B_cells 0.6198468 0.6198468 0.4529068 0.9820286 8108.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 1 Basophils Basophils 0.0110113 0.0110113 0.3900000 0.0056155 603.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 10 Monocytes Monocytes 0.4809546 0.4809546 0.4788666 0.5274993 10549.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.2123894 0.2123894 0.2307692 0.0689655 165.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 12 Pre_B_cells Pre_B_cells 0.0413763 0.0413763 0.4542891 0.0216959 3067.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 13 Pro_B_cells Pro_B_cells 0.2621035 0.2621035 0.4829843 0.2895598 256.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 14 pDCs pDCs 0.5700615 0.5700615 0.4722537 0.3594828 619.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 15 ungated ungated 0.6381621 0.6381621 0.6564060 0.6678493 80721.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.2836089 0.2836089 0.4483955 0.2129550 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.2887668 0.2887668 0.3993563 0.3793173 1952.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2115367 0.2115367 0.3695652 0.1546118 152.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5542014 0.5542014 0.2286924 0.3515053 1647.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0682683 0.0682683 0.3983740 0.0395015 458.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 7 CD4_T_cells CD4_T_cells 0.3138880 0.3138880 0.4543234 0.4035961 13183.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 8 CD8_T_cells CD8_T_cells 0.4628532 0.4628532 0.4749805 0.5678204 10054.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 9 Mature_B_cells Mature_B_cells 0.4605141 0.4605141 0.4885508 0.5181466 8260.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 1 Basophils Basophils 0.2543523 0.2543523 0.2596166 0.3747090 521.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 10 Monocytes Monocytes 0.5007533 0.5007533 0.3983915 0.7134831 8572.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 11 Plasma_B_cells Plasma_B_cells 0.5114532 0.5114532 0.3684710 0.8518582 162.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 12 Pre_B_cells Pre_B_cells 0.4410302 0.4410302 0.4088519 0.5500769 2494.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 13 Pro_B_cells Pro_B_cells 0.2157673 0.2157673 0.1404302 0.5012264 220.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 14 pDCs pDCs 0.3459345 0.3459345 0.2499815 0.5984021 533.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 15 ungated ungated 0.5343538 0.5343538 0.6508089 0.4643190 63021.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3337677 0.3337677 0.3973980 0.4898512 1075.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3843657 0.3843657 0.3310488 0.4982492 1765.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2571356 0.2571356 0.2758689 0.3214460 129.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3497899 0.3497899 0.3575466 0.3512321 1398.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2418917 0.2418917 0.1624858 0.5363700 387.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 7 CD4_T_cells CD4_T_cells 0.4032399 0.4032399 0.4445855 0.4101539 8090.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 8 CD8_T_cells CD8_T_cells 0.4814700 0.4814700 0.4505464 0.5235822 7168.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 9 Mature_B_cells Mature_B_cells 0.5557718 0.5557718 0.4497215 0.7310393 6538.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 1 Basophils Basophils 0.0069382 0.0069382 0.0036983 0.0574753 603.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 10 Monocytes Monocytes 0.0733508 0.0733508 0.0782385 0.0694657 10549.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0014474 0.0007370 0.0403008 165.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0381823 0.0275321 0.0681116 3067.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0039471 0.0020749 0.0553631 256.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 14 pDCs pDCs 0.0111091 0.0111091 0.0061102 0.0696415 619.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 15 ungated ungated 0.1195857 0.1195857 0.5915343 0.0665282 80721.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0132175 0.0074216 0.0621880 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0252064 0.0156071 0.0664401 1952.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0018553 0.0009467 0.0493154 152.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0243956 0.0149395 0.0689886 1647.5 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0077937 0.0040963 0.0800360 458.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0808677 0.1024662 0.0669720 13183.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0735189 0.0820759 0.0672536 10054.0 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0622476 0.0594759 0.0654708 8260.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 1 Basophils Basophils 0.0999611 0.0999611 0.4957627 0.0603124 603.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 10 Monocytes Monocytes 0.2247230 0.2247230 0.4969625 0.1641004 10549.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 11 Plasma_B_cells Plasma_B_cells 0.1784770 0.1784770 0.4166667 0.1289201 165.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 12 Pre_B_cells Pre_B_cells 0.2380195 0.2380195 0.4882563 0.1775153 3067.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 13 Pro_B_cells Pro_B_cells 0.0610693 0.0610693 0.4642857 0.0331956 256.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 14 pDCs pDCs 0.0286050 0.0286050 0.5000000 0.0148465 619.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 15 ungated ungated 0.7082153 0.7082153 0.6187396 0.8290507 80721.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.1469945 0.1469945 0.4860989 0.0985197 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.2003136 0.2003136 0.4996350 0.1462241 1952.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 0.0161290 0.5000000 0.0040984 152.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1686107 0.1686107 0.4971767 0.1057018 1647.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0600893 0.0600893 0.4907407 0.0327568 458.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 7 CD4_T_cells CD4_T_cells 0.3465759 0.3465759 0.4976651 0.2793491 13183.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 8 CD8_T_cells CD8_T_cells 0.3772577 0.3772577 0.4979016 0.3107295 10054.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 9 Mature_B_cells Mature_B_cells 0.3989370 0.3989370 0.4920102 0.3368858 8260.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 1 Basophils Basophils 0.5296616 0.5296616 0.3631960 0.9918081 603.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 10 Monocytes Monocytes 0.5818340 0.5818340 0.4122623 0.9883770 10538.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 11 Plasma_B_cells Plasma_B_cells 0.2518719 0.2518719 0.1922522 0.3748404 165.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 12 Pre_B_cells Pre_B_cells 0.5626506 0.5626506 0.3950129 0.9901300 3050.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 13 Pro_B_cells Pro_B_cells 0.3278488 0.3278488 0.2337901 0.5502860 256.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 14 pDCs pDCs 0.4914427 0.4914427 0.3280599 0.9832317 618.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 15 ungated ungated 0.0754985 0.0754985 0.8790774 0.0395649 75838.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5251651 0.5251651 0.3760002 0.8711462 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5306558 0.5306558 0.3845992 0.8787607 1933.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0092792 0.0092792 0.0054822 0.0437309 152.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5802761 0.5802761 0.4153713 0.9702130 1645.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5881228 0.5881228 0.4191044 0.9857357 458.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 7 CD4_T_cells CD4_T_cells 0.5894611 0.5894611 0.4200687 0.9921985 13166.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 8 CD8_T_cells CD8_T_cells 0.6029311 0.6029311 0.4325263 0.9980633 10050.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 9 Mature_B_cells Mature_B_cells 0.6202759 0.6202759 0.4534873 0.9814687 8101.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 1 Basophils Basophils 0.3218080 0.3218080 0.3680581 0.3224668 603.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 10 Monocytes Monocytes 0.2328072 0.2328072 0.4701974 0.2010519 10549.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.4029476 0.4029476 0.4310314 0.4231588 165.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 12 Pre_B_cells Pre_B_cells 0.1544802 0.1544802 0.4584989 0.1048318 3067.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 13 Pro_B_cells Pro_B_cells 0.1325059 0.1325059 0.3856522 0.0834578 256.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 14 pDCs pDCs 0.1634175 0.1634175 0.4568528 0.1281705 619.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 15 ungated ungated 0.6975009 0.6975009 0.6123804 0.8101238 80721.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.0552676 0.0552676 0.4490207 0.0305328 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.3252849 0.3252849 0.3995210 0.4653182 1952.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.1995555 0.1995555 0.3665414 0.3921366 152.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.2641416 0.2641416 0.4423914 0.2184404 1647.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.4458207 0.4458207 0.4242035 0.4981682 458.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 7 CD4_T_cells CD4_T_cells 0.2025022 0.2025022 0.4495342 0.1643779 13183.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 8 CD8_T_cells CD8_T_cells 0.4737850 0.4737850 0.4592423 0.4903389 10054.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 9 Mature_B_cells Mature_B_cells 0.0556719 0.0556719 0.3726460 0.0313501 8260.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 1 Basophils Basophils 0.2469390 0.2469390 0.2511827 0.3861493 522.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 10 Monocytes Monocytes 0.5004502 0.5004502 0.3989365 0.7039702 8540.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 11 Plasma_B_cells Plasma_B_cells 0.5123006 0.5123006 0.3633230 0.8800287 159.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 12 Pre_B_cells Pre_B_cells 0.4436367 0.4436367 0.4105964 0.5588459 2507.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 13 Pro_B_cells Pro_B_cells 0.2245852 0.2245852 0.1517954 0.4607353 223.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 14 pDCs pDCs 0.3434431 0.3434431 0.2542340 0.5744558 529.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 15 ungated ungated 0.5432910 0.5432910 0.6504586 0.4760120 63151.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3338831 0.3338831 0.3973475 0.4879279 1072.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3882839 0.3882839 0.3323440 0.5066600 1760.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2477918 0.2477918 0.2595838 0.3096964 128.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3441273 0.3441273 0.3554487 0.3441576 1399.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2476176 0.2476176 0.1663996 0.5330303 387.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 7 CD4_T_cells CD4_T_cells 0.3909851 0.3909851 0.4446253 0.3869754 8171.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 8 CD8_T_cells CD8_T_cells 0.4770461 0.4770461 0.4509562 0.5134836 7186.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 9 Mature_B_cells Mature_B_cells 0.5526526 0.5526526 0.4487747 0.7226808 6510.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 1 Basophils Basophils 0.0069382 0.0069382 0.0036983 0.0574753 603.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 10 Monocytes Monocytes 0.0733508 0.0733508 0.0782385 0.0694657 10549.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0014474 0.0007370 0.0403008 165.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0381823 0.0275321 0.0681116 3067.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0039471 0.0020749 0.0553631 256.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 14 pDCs pDCs 0.0111091 0.0111091 0.0061102 0.0696415 619.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 15 ungated ungated 0.1195857 0.1195857 0.5915343 0.0665282 80721.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0132175 0.0074216 0.0621880 1124.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0252064 0.0156071 0.0664401 1952.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0018553 0.0009467 0.0493154 152.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0243956 0.0149395 0.0689886 1647.5 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0077937 0.0040963 0.0800360 458.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0808677 0.1024662 0.0669720 13183.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0735189 0.0820759 0.0672536 10054.0 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0622476 0.0594759 0.0654708 8260.0 2
dataset_name-Samusik_seed-42 cyanno 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1750297 0.1912298 0.9517685 0.0963603 3795.0 5
dataset_name-Samusik_seed-42 cyanno 10 HSC HSC NA NA NA 0.0000000 26.0 5
dataset_name-Samusik_seed-42 cyanno 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9374986 0.9388574 0.9285376 0.9488655 44647.0 5
dataset_name-Samusik_seed-42 cyanno 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9827356 0.9824710 0.9768204 0.9879106 102735.0 5
dataset_name-Samusik_seed-42 cyanno 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8954210 0.8954949 0.9177477 0.8847359 18870.0 5
dataset_name-Samusik_seed-42 cyanno 14 Intermediate Monocytes Intermediate Monocytes 0.9463547 0.9442022 0.9374547 0.9558400 75371.0 5
dataset_name-Samusik_seed-42 cyanno 15 MEP MEP 0.6957233 0.6754296 0.7933374 0.6218926 4885.0 5
dataset_name-Samusik_seed-42 cyanno 16 MPP MPP 0.1202003 0.1111556 0.9375000 0.0642284 1121.0 5
dataset_name-Samusik_seed-42 cyanno 17 Macrophages Macrophages 0.5297096 0.5236172 0.8369565 0.3831920 2637.0 5
dataset_name-Samusik_seed-42 cyanno 18 NK cells NK cells 0.8388689 0.8308863 0.9387278 0.7578875 2916.0 5
dataset_name-Samusik_seed-42 cyanno 19 NKT cells NKT cells 0.9320900 0.9273444 0.9528482 0.9130262 7640.0 5
dataset_name-Samusik_seed-42 cyanno 2 Basophils Basophils 0.7818757 0.7816699 0.9046053 0.6909637 3635.0 5
dataset_name-Samusik_seed-42 cyanno 20 Non-Classical Monocytes Non-Classical Monocytes 0.9475446 0.9455955 0.9372461 0.9523810 7089.0 5
dataset_name-Samusik_seed-42 cyanno 21 Plasma Cells Plasma Cells 0.4848763 0.5796549 0.9253731 0.3380192 1545.0 5
dataset_name-Samusik_seed-42 cyanno 22 gd T cells gd T cells 0.1727749 0.1487455 1.0000000 0.0945559 349.0 5
dataset_name-Samusik_seed-42 cyanno 23 mDCs mDCs 0.4589917 0.4056113 0.8543417 0.3137860 980.0 5
dataset_name-Samusik_seed-42 cyanno 24 pDCs pDCs 0.9801275 0.9800432 0.9794512 0.9806487 23782.0 5
dataset_name-Samusik_seed-42 cyanno 25 ungated ungated 0.9074230 0.9066348 0.8951358 0.9199149 296206.0 5
dataset_name-Samusik_seed-42 cyanno 3 CD4 T cells CD4 T cells 0.9301151 0.9258523 0.9544588 0.9019090 5073.0 5
dataset_name-Samusik_seed-42 cyanno 4 CD8 T cells CD8 T cells 0.9763999 0.9736724 0.9774524 0.9727165 11156.0 5
dataset_name-Samusik_seed-42 cyanno 5 CLP CLP NA NA NA 0.0000000 434.0 5
dataset_name-Samusik_seed-42 cyanno 6 CMP CMP 0.0918947 0.1117366 0.9416667 0.0483170 1842.0 5
dataset_name-Samusik_seed-42 cyanno 7 Classical Monocytes Classical Monocytes 0.9577189 0.9560990 0.9389634 0.9780008 89264.0 5
dataset_name-Samusik_seed-42 cyanno 8 Eosinophils Eosinophils 0.9553804 0.9553137 0.9460004 0.9644888 48584.0 5
dataset_name-Samusik_seed-42 cyanno 9 GMP GMP 0.6507200 0.6569801 0.8562126 0.5152657 5418.0 5
dataset_name-Samusik_seed-42 cygate 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0800921 0.0973974 0.2979452 0.0462643 3795.0 5
dataset_name-Samusik_seed-42 cygate 10 HSC HSC 0.0222222 0.0352793 0.0087146 0.1538462 26.0 5
dataset_name-Samusik_seed-42 cygate 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7918160 0.7922712 0.6578306 0.9943409 44627.0 5
dataset_name-Samusik_seed-42 cygate 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9285211 0.9345689 0.8666301 0.9999429 102707.0 5
dataset_name-Samusik_seed-42 cygate 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5149563 0.5232534 0.3478261 0.9900635 18870.0 5
dataset_name-Samusik_seed-42 cygate 14 Intermediate Monocytes Intermediate Monocytes 0.8361134 0.8377556 0.7194892 0.9955513 71481.0 5
dataset_name-Samusik_seed-42 cygate 15 MEP MEP 0.6771491 0.6809399 0.5141814 0.9919663 4885.0 5
dataset_name-Samusik_seed-42 cygate 16 MPP MPP 0.3927894 0.3735249 0.2491325 0.9241071 1121.0 5
dataset_name-Samusik_seed-42 cygate 17 Macrophages Macrophages 0.4692522 0.4692620 0.3148020 0.9237884 2632.0 5
dataset_name-Samusik_seed-42 cygate 18 NK cells NK cells 0.5178988 0.5173852 0.3615614 0.9102731 2916.0 5
dataset_name-Samusik_seed-42 cygate 19 NKT cells NKT cells 0.6716494 0.6784062 0.5517501 0.8581265 7640.0 5
dataset_name-Samusik_seed-42 cygate 2 Basophils Basophils 0.6323802 0.6284498 0.4787234 0.8898834 3626.0 5
dataset_name-Samusik_seed-42 cygate 20 Non-Classical Monocytes Non-Classical Monocytes 0.8543204 0.7795662 0.7876682 0.9422669 7067.0 5
dataset_name-Samusik_seed-42 cygate 21 Plasma Cells Plasma Cells 0.7896389 0.7874744 0.6712633 0.9587039 1543.0 5
dataset_name-Samusik_seed-42 cygate 22 gd T cells gd T cells 0.2915506 0.2992852 0.1736726 0.9104046 348.0 5
dataset_name-Samusik_seed-42 cygate 23 mDCs mDCs 0.6456362 0.6492458 0.4898936 0.9395546 967.0 5
dataset_name-Samusik_seed-42 cygate 24 pDCs pDCs 0.9430764 0.9437341 0.9208913 0.9669776 23779.0 5
dataset_name-Samusik_seed-42 cygate 25 ungated ungated 0.4150092 0.4188278 0.9906814 0.2624717 273956.0 5
dataset_name-Samusik_seed-42 cygate 3 CD4 T cells CD4 T cells 0.6528976 0.6529146 0.4891220 0.9820027 5071.0 5
dataset_name-Samusik_seed-42 cygate 4 CD8 T cells CD8 T cells 0.7847773 0.7881732 0.6476094 0.9957736 11156.0 5
dataset_name-Samusik_seed-42 cygate 5 CLP CLP 0.1082315 0.0978867 0.0581742 0.7757009 434.0 5
dataset_name-Samusik_seed-42 cygate 6 CMP CMP 0.3585959 0.3562819 0.2188413 0.9978202 1842.0 5
dataset_name-Samusik_seed-42 cygate 7 Classical Monocytes Classical Monocytes 0.8288225 0.8269708 0.7104669 0.9944936 86081.0 5
dataset_name-Samusik_seed-42 cygate 8 Eosinophils Eosinophils 0.8634609 0.8640221 0.8267776 0.9028384 48278.0 5
dataset_name-Samusik_seed-42 cygate 9 GMP GMP 0.4985997 0.5114899 0.3326808 0.9946790 5418.0 5
dataset_name-Samusik_seed-42 dgcytof 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5654250 0.5408876 0.7332526 0.4718385 3795.0 5
dataset_name-Samusik_seed-42 dgcytof 10 HSC HSC 0.1111111 0.1111111 0.0000000 0.0000000 26.0 5
dataset_name-Samusik_seed-42 dgcytof 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9011881 0.9008573 0.8706337 0.9443273 44647.0 5
dataset_name-Samusik_seed-42 dgcytof 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9666554 0.9666101 0.9444263 0.9899561 102735.0 5
dataset_name-Samusik_seed-42 dgcytof 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8464255 0.8461574 0.8253615 0.8908958 18870.0 5
dataset_name-Samusik_seed-42 dgcytof 14 Intermediate Monocytes Intermediate Monocytes 0.9212808 0.9203152 0.8954526 0.9539014 75371.0 5
dataset_name-Samusik_seed-42 dgcytof 15 MEP MEP 0.7265061 0.7111163 0.6376097 0.8474923 4885.0 5
dataset_name-Samusik_seed-42 dgcytof 16 MPP MPP 0.5540086 0.5566632 0.6099617 0.5147190 1121.0 5
dataset_name-Samusik_seed-42 dgcytof 17 Macrophages Macrophages 0.5696203 0.5430188 0.6392617 0.5290102 2637.0 5
dataset_name-Samusik_seed-42 dgcytof 18 NK cells NK cells 0.7629698 0.7620255 0.7866756 0.7660550 2916.0 5
dataset_name-Samusik_seed-42 dgcytof 19 NKT cells NKT cells 0.8721531 0.8698367 0.8788981 0.8845151 7640.0 5
dataset_name-Samusik_seed-42 dgcytof 2 Basophils Basophils 0.7929647 0.7753607 0.8545259 0.7354161 3635.0 5
dataset_name-Samusik_seed-42 dgcytof 20 Non-Classical Monocytes Non-Classical Monocytes 0.8994908 0.8953201 0.8478474 0.9668683 7089.0 5
dataset_name-Samusik_seed-42 dgcytof 21 Plasma Cells Plasma Cells 0.7693365 0.6962861 0.8203812 0.7242718 1545.0 5
dataset_name-Samusik_seed-42 dgcytof 22 gd T cells gd T cells 0.6188198 0.6102855 0.7132353 0.5464789 349.0 5
dataset_name-Samusik_seed-42 dgcytof 23 mDCs mDCs 0.5175983 0.5207097 0.6968750 0.3926702 980.0 5
dataset_name-Samusik_seed-42 dgcytof 24 pDCs pDCs 0.9602510 0.9598719 0.9417736 0.9792892 23782.0 5
dataset_name-Samusik_seed-42 dgcytof 25 ungated ungated 0.8577844 0.8571576 0.8970923 0.8214586 296206.0 5
dataset_name-Samusik_seed-42 dgcytof 3 CD4 T cells CD4 T cells 0.8005312 0.7981230 0.7214274 0.8776396 5073.0 5
dataset_name-Samusik_seed-42 dgcytof 4 CD8 T cells CD8 T cells 0.8880427 0.8928512 0.8802354 0.9249731 11156.0 5
dataset_name-Samusik_seed-42 dgcytof 5 CLP CLP 0.1330561 0.1584115 0.4166667 0.0747664 434.0 5
dataset_name-Samusik_seed-42 dgcytof 6 CMP CMP 0.5815789 0.5603574 0.6420664 0.5427793 1842.0 5
dataset_name-Samusik_seed-42 dgcytof 7 Classical Monocytes Classical Monocytes 0.9311131 0.9306846 0.9078603 0.9633895 89264.0 5
dataset_name-Samusik_seed-42 dgcytof 8 Eosinophils Eosinophils 0.9397744 0.9391680 0.9254608 0.9606976 48584.0 5
dataset_name-Samusik_seed-42 dgcytof 9 GMP GMP 0.6980325 0.6981100 0.7056731 0.6970594 5418.0 5
dataset_name-Samusik_seed-42 lda 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0258752 0.0227460 0.0471338 0.0183623 2015.0 5
dataset_name-Samusik_seed-42 lda 10 HSC HSC 0.0195145 0.0198879 0.0107458 0.0833333 24.0 5
dataset_name-Samusik_seed-42 lda 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4326040 0.4197419 0.4794407 0.4050826 12880.0 5
dataset_name-Samusik_seed-42 lda 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9451103 0.9459637 0.9372967 0.9578379 85038.0 5
dataset_name-Samusik_seed-42 lda 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1391971 0.1510924 0.2547071 0.0964169 6582.0 5
dataset_name-Samusik_seed-42 lda 14 Intermediate Monocytes Intermediate Monocytes 0.7646737 0.7402073 0.7192748 0.8117918 53393.0 5
dataset_name-Samusik_seed-42 lda 15 MEP MEP 0.4425730 0.4440989 0.3922615 0.5491732 4666.0 5
dataset_name-Samusik_seed-42 lda 16 MPP MPP 0.1525862 0.1635194 0.0919719 0.4419695 796.0 5
dataset_name-Samusik_seed-42 lda 17 Macrophages Macrophages 0.5734404 0.5712489 0.4302620 0.8594344 2478.0 5
dataset_name-Samusik_seed-42 lda 18 NK cells NK cells 0.4445938 0.4444544 0.3119679 0.7809996 2741.0 5
dataset_name-Samusik_seed-42 lda 19 NKT cells NKT cells 0.5940669 0.5955151 0.4912140 0.7513986 7295.0 5
dataset_name-Samusik_seed-42 lda 2 Basophils Basophils 0.5822002 0.5773741 0.5073244 0.6830046 3448.0 5
dataset_name-Samusik_seed-42 lda 20 Non-Classical Monocytes Non-Classical Monocytes 0.7768634 0.7791973 0.7295226 0.8423761 6801.0 5
dataset_name-Samusik_seed-42 lda 21 Plasma Cells Plasma Cells 0.8911628 0.8898904 0.8324786 0.9599198 1537.0 5
dataset_name-Samusik_seed-42 lda 22 gd T cells gd T cells 0.3545673 0.3553028 0.2226415 0.8542857 340.0 5
dataset_name-Samusik_seed-42 lda 23 mDCs mDCs 0.6163575 0.6150530 0.5104749 0.7919670 967.0 5
dataset_name-Samusik_seed-42 lda 24 pDCs pDCs 0.8424948 0.8486987 0.9294389 0.7704257 22994.0 5
dataset_name-Samusik_seed-42 lda 25 ungated ungated 0.6445846 0.6422923 0.6799801 0.6191585 218053.0 5
dataset_name-Samusik_seed-42 lda 3 CD4 T cells CD4 T cells 0.6494499 0.6497094 0.5181697 0.8695300 4936.0 5
dataset_name-Samusik_seed-42 lda 4 CD8 T cells CD8 T cells 0.7828825 0.7820065 0.7323671 0.8460066 10960.0 5
dataset_name-Samusik_seed-42 lda 5 CLP CLP 0.0833333 0.0849230 0.0503145 0.3055556 330.0 5
dataset_name-Samusik_seed-42 lda 6 CMP CMP 0.1927835 0.1885516 0.1460190 0.2803598 1334.0 5
dataset_name-Samusik_seed-42 lda 7 Classical Monocytes Classical Monocytes 0.5470521 0.5291837 0.6062087 0.4964008 42870.0 5
dataset_name-Samusik_seed-42 lda 8 Eosinophils Eosinophils 0.8312166 0.8316710 0.8409776 0.8262052 41209.0 5
dataset_name-Samusik_seed-42 lda 9 GMP GMP 0.3921442 0.3804292 0.3466964 0.4900709 4230.0 5
dataset_name-Samusik_seed-42 random 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085468 0.0086089 0.0048126 0.0385228 3795.0 5
dataset_name-Samusik_seed-42 random 10 HSC HSC 0.0000668 0.0000795 0.0000334 0.0384615 26.0 5
dataset_name-Samusik_seed-42 random 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0473117 0.0474511 0.0592528 0.0394651 44647.0 5
dataset_name-Samusik_seed-42 random 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0615889 0.0618441 0.1350094 0.0398939 102735.0 5
dataset_name-Samusik_seed-42 random 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0305922 0.0311910 0.0246034 0.0404346 18870.0 5
dataset_name-Samusik_seed-42 random 14 Intermediate Monocytes Intermediate Monocytes 0.0570815 0.0569821 0.0983197 0.0398617 75371.0 5
dataset_name-Samusik_seed-42 random 15 MEP MEP 0.0111136 0.0112222 0.0064479 0.0402091 4885.0 5
dataset_name-Samusik_seed-42 random 16 MPP MPP 0.0027407 0.0028711 0.0014219 0.0383929 1121.0 5
dataset_name-Samusik_seed-42 random 17 Macrophages Macrophages 0.0063207 0.0063274 0.0034356 0.0394388 2637.0 5
dataset_name-Samusik_seed-42 random 18 NK cells NK cells 0.0069004 0.0068420 0.0037779 0.0384615 2916.0 5
dataset_name-Samusik_seed-42 random 19 NKT cells NKT cells 0.0160643 0.0159977 0.0100575 0.0398853 7640.0 5
dataset_name-Samusik_seed-42 random 2 Basophils Basophils 0.0084009 0.0083900 0.0047037 0.0399886 3635.0 5
dataset_name-Samusik_seed-42 random 20 Non-Classical Monocytes Non-Classical Monocytes 0.0148217 0.0153550 0.0091916 0.0389336 7089.0 5
dataset_name-Samusik_seed-42 random 21 Plasma Cells Plasma Cells 0.0033902 0.0034050 0.0017832 0.0343176 1545.0 5
dataset_name-Samusik_seed-42 random 22 gd T cells gd T cells 0.0010313 0.0010024 0.0005215 0.0450704 349.0 5
dataset_name-Samusik_seed-42 random 23 mDCs mDCs 0.0026572 0.0026617 0.0013726 0.0418367 980.0 5
dataset_name-Samusik_seed-42 random 24 pDCs pDCs 0.0357045 0.0353837 0.0316220 0.0409974 23782.0 5
dataset_name-Samusik_seed-42 random 25 ungated ungated 0.0719345 0.0719084 0.3898691 0.0395933 296206.0 5
dataset_name-Samusik_seed-42 random 3 CD4 T cells CD4 T cells 0.0112208 0.0112359 0.0065735 0.0404930 5073.0 5
dataset_name-Samusik_seed-42 random 4 CD8 T cells CD8 T cells 0.0210188 0.0209630 0.0143740 0.0392372 11156.0 5
dataset_name-Samusik_seed-42 random 5 CLP CLP 0.0010589 0.0010886 0.0005372 0.0368664 434.0 5
dataset_name-Samusik_seed-42 random 6 CMP CMP 0.0044816 0.0046021 0.0023753 0.0395664 1842.0 5
dataset_name-Samusik_seed-42 random 7 Classical Monocytes Classical Monocytes 0.0605437 0.0605722 0.1184164 0.0406683 89264.0 5
dataset_name-Samusik_seed-42 random 8 Eosinophils Eosinophils 0.0488668 0.0488994 0.0628675 0.0399663 48584.0 5
dataset_name-Samusik_seed-42 random 9 GMP GMP 0.0119682 0.0120741 0.0070798 0.0397633 5418.0 5
dataset_name-Transformed_seed-42 cyanno 1 B-cells IgM+ B-cells IgM+ 0.9340215 0.9357585 0.9520468 0.9235136 6310.0 5
dataset_name-Transformed_seed-42 cyanno 2 B-cells IgM- B-cells IgM- 0.8135534 0.7586109 0.8660180 0.7799124 3062.0 5
dataset_name-Transformed_seed-42 cyanno 3 CD4 T-cells CD4 T-cells 0.9568546 0.9551006 0.9449787 0.9665644 59222.0 5
dataset_name-Transformed_seed-42 cyanno 4 CD8 T-cells CD8 T-cells 0.8941656 0.8921459 0.8931015 0.9036528 48825.0 5
dataset_name-Transformed_seed-42 cyanno 5 DC DC 0.7162162 0.6915440 0.9610275 0.5683646 1851.0 5
dataset_name-Transformed_seed-42 cyanno 6 NK cells NK cells 0.9095324 0.9078622 0.9132673 0.8996895 23095.0 5
dataset_name-Transformed_seed-42 cyanno 7 monocytes monocytes 0.8616667 0.8539591 0.8643698 0.8556183 17026.0 5
dataset_name-Transformed_seed-42 cyanno 8 ungated ungated 0.8599801 0.8558031 0.9264297 0.8043478 3709.0 5
dataset_name-Transformed_seed-42 cygate 1 B-cells IgM+ B-cells IgM+ 0.9128815 0.9154646 0.9699922 0.8596462 6075.0 5
dataset_name-Transformed_seed-42 cygate 2 B-cells IgM- B-cells IgM- 0.7312116 0.7210553 0.6452599 0.8869048 2901.0 5
dataset_name-Transformed_seed-42 cygate 3 CD4 T-cells CD4 T-cells 0.9223524 0.9182166 0.9758579 0.8946943 52001.0 5
dataset_name-Transformed_seed-42 cygate 4 CD8 T-cells CD8 T-cells 0.8178380 0.8162155 0.8154701 0.8414381 40297.0 5
dataset_name-Transformed_seed-42 cygate 5 DC DC 0.7714120 0.7630156 0.7960859 0.7617143 1750.0 5
dataset_name-Transformed_seed-42 cygate 6 NK cells NK cells 0.8386558 0.8314607 0.7854368 0.9446340 22646.0 5
dataset_name-Transformed_seed-42 cygate 7 monocytes monocytes 0.7575966 0.7527965 0.7810865 0.7322608 16441.0 5
dataset_name-Transformed_seed-42 cygate 8 ungated ungated 0.8206112 0.8118701 0.7724458 0.8477157 3349.0 5
dataset_name-Transformed_seed-42 dgcytof 1 B-cells IgM+ B-cells IgM+ 0.8865550 0.8823644 0.9259320 0.8930152 6310.0 5
dataset_name-Transformed_seed-42 dgcytof 2 B-cells IgM- B-cells IgM- 0.7058265 0.6564928 0.6907124 0.6806009 3062.0 5
dataset_name-Transformed_seed-42 dgcytof 3 CD4 T-cells CD4 T-cells 0.9352181 0.9322557 0.9336530 0.9295871 59222.0 5
dataset_name-Transformed_seed-42 dgcytof 4 CD8 T-cells CD8 T-cells 0.8384933 0.8338119 0.7996129 0.8574518 48825.0 5
dataset_name-Transformed_seed-42 dgcytof 5 DC DC 0.8332842 0.8307567 0.8375192 0.8242105 1851.0 5
dataset_name-Transformed_seed-42 dgcytof 6 NK cells NK cells 0.8494743 0.8450057 0.8960228 0.7866487 23095.0 5
dataset_name-Transformed_seed-42 dgcytof 7 monocytes monocytes 0.8044607 0.8077541 0.7885927 0.8267085 17026.0 5
dataset_name-Transformed_seed-42 dgcytof 8 ungated ungated 0.7038713 0.7058898 0.8945841 0.5636071 3709.0 5
dataset_name-Transformed_seed-42 lda 1 B-cells IgM+ B-cells IgM+ 0.8408911 0.8105067 0.8528062 0.8080349 3496.0 5
dataset_name-Transformed_seed-42 lda 2 B-cells IgM- B-cells IgM- 0.4461942 0.4137059 0.6379310 0.4003152 1269.0 5
dataset_name-Transformed_seed-42 lda 3 CD4 T-cells CD4 T-cells 0.8934814 0.9058547 0.9972950 0.8092432 37550.0 5
dataset_name-Transformed_seed-42 lda 4 CD8 T-cells CD8 T-cells 0.7615321 0.7507447 0.7293988 0.8078320 28907.0 5
dataset_name-Transformed_seed-42 lda 5 DC DC 0.8109041 0.8102200 0.7026194 0.9730942 1115.0 5
dataset_name-Transformed_seed-42 lda 6 NK cells NK cells 0.7866710 0.6923589 0.6846405 0.9785902 9833.0 5
dataset_name-Transformed_seed-42 lda 7 monocytes monocytes 0.8006886 0.7997850 0.7690080 0.8217089 9047.0 5
dataset_name-Transformed_seed-42 lda 8 ungated ungated 0.4035088 0.4295573 0.3681592 0.5000000 90.0 5
dataset_name-Transformed_seed-42 random 1 B-cells IgM+ B-cells IgM+ 0.0596325 0.0591013 0.0390187 0.1264223 6310.0 5
dataset_name-Transformed_seed-42 random 2 B-cells IgM- B-cells IgM- 0.0327085 0.0326046 0.0186782 0.1296648 3062.0 5
dataset_name-Transformed_seed-42 random 3 CD4 T-cells CD4 T-cells 0.1850902 0.1848766 0.3636275 0.1242613 59222.0 5
dataset_name-Transformed_seed-42 random 4 CD8 T-cells CD8 T-cells 0.1763399 0.1756470 0.2959415 0.1257685 48825.0 5
dataset_name-Transformed_seed-42 random 5 DC DC 0.0226408 0.0223403 0.0123296 0.1383036 1851.0 5
dataset_name-Transformed_seed-42 random 6 NK cells NK cells 0.1344855 0.1341937 0.1425611 0.1266898 23095.0 5
dataset_name-Transformed_seed-42 random 7 monocytes monocytes 0.1123485 0.1132569 0.1049697 0.1187647 17026.0 5
dataset_name-Transformed_seed-42 random 8 ungated ungated 0.0379277 0.0384910 0.0223346 0.1256559 3709.0 5

Per-population Stability

dataset model population_id population_name population f1_mean f1_sd precision_sd recall_sd n_runs
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 1 B Cell (CD27-) B Cell (CD27-) 0.8816672 0.0178260 0.0372841 0.0083159 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6989470 0.0432492 0.1505653 0.1465120 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8057720 0.1285454 0.2311275 0.0571100 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6575343 0.1253642 0.0758417 0.2161345 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5148398 0.0759833 0.1659509 0.0788695 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5621058 0.1041566 0.0838416 0.1633322 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8005447 0.1687645 0.0200460 0.2381759 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1951624 0.1689440 0.4122169 0.1304812 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7516881 0.0456485 0.0979649 0.0582038 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 2 B Cell (Memory) B Cell (Memory) 0.8562375 0.0355250 0.0872226 0.0382580 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9592219 0.0121920 0.0133162 0.0342577 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.6019450 0.0461421 0.1577236 0.3255793 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9050383 0.0118895 0.0289253 0.0184486 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7153492 0.0841692 0.0889608 0.1768286 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9535223 0.0010206 0.0041693 0.0042071 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 25 Ungated Ungated 0.7871027 0.0318488 0.0428542 0.0655497 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7608864 0.0368985 0.0384643 0.0854960 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 4 Basophil Basophil 0.7552768 0.0012553 0.1311089 0.4700410 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7143969 0.0353483 0.0202972 0.4868399 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6868811 0.0633461 0.1431559 0.1894979 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3635273 0.1442111 0.2346649 0.1949395 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6915170 0.0555605 0.0938697 0.1744020 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7168719 0.0526604 0.1489210 0.1897872 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 1 B Cell (CD27-) B Cell (CD27-) 0.6507140 0.1545973 0.2148653 0.0287201 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3075776 0.1827407 0.0971643 0.1539516 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8201129 0.0705931 0.1687021 0.0601700 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5760556 0.1492326 0.0944794 0.2305280 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4936611 0.0585674 0.1044064 0.1432582 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.3870682 0.1591265 0.1447914 0.2172020 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8362653 0.0948887 0.0429277 0.1629326 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2796713 0.0852091 0.0638101 0.2558869 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0118095 NA NA 0.0501861 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7262802 0.0510109 0.0907987 0.0340368 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 2 B Cell (Memory) B Cell (Memory) 0.6317537 0.1479492 0.1886240 0.2078092 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9541439 0.0161970 0.0110843 0.0396671 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4625577 0.0386483 0.0468128 0.1129071 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8840709 0.0440754 0.0209151 0.0855770 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7384901 0.0847991 0.0911381 0.1390964 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9298233 0.0094270 0.0187565 0.0082645 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 25 Ungated Ungated 0.2685343 0.2243188 0.1998940 0.1827692 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7497669 0.0107467 0.0337559 0.0443356 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 4 Basophil Basophil 0.7102886 0.0301992 0.0404387 0.5247311 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.4453043 0.3206801 0.0759340 0.3748852 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6291843 0.0543808 0.1140874 0.1978381 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1611007 0.0716424 0.0387210 0.2604398 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5721218 0.1352816 0.0818193 0.2670628 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6862052 0.0275153 0.0594503 0.1158804 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 1 B Cell (CD27-) B Cell (CD27-) 0.8457867 0.0301045 0.0714299 0.0264125 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6684137 0.0277970 0.0852410 0.1272824 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7765493 0.1088742 0.1962147 0.0944141 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5671880 0.1014435 0.1320836 0.2105711 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4839652 0.1039414 0.1314996 0.1455948 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4510901 0.0566142 0.0882297 0.1911622 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7603551 0.1950010 0.0234921 0.2382784 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0830826 0.0949406 0.2464793 0.0655914 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0214592 NA NA 0.0055076 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7323509 0.0187403 0.0757337 0.0569939 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 2 B Cell (Memory) B Cell (Memory) 0.8078781 0.0420799 0.0702011 0.0386866 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9592693 0.0039590 0.0159945 0.0212379 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3304772 0.2095191 0.1202851 0.2203961 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8855905 0.0174784 0.0349141 0.0615435 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6969037 0.0672760 0.0552572 0.1304431 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9494209 0.0049756 0.0101220 0.0085718 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 25 Ungated Ungated 0.7416718 0.0286187 0.0400552 0.0591925 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.5718418 0.1916703 0.0335851 0.2119068 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 4 Basophil Basophil 0.6675326 0.0040030 0.3001340 0.4285177 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6863750 0.0242439 0.0046084 0.4471482 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6523126 0.0798206 0.1379592 0.1949456 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2732169 0.0876298 0.1859492 0.1174950 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6422500 0.0333501 0.1348910 0.1813179 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6953672 0.0763362 0.1432328 0.2060802 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 1 B Cell (CD27-) B Cell (CD27-) 0.5580461 0.0568561 0.0816172 0.1174840 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6484393 0.0842959 0.0339584 0.1501774 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7310068 0.0802685 0.1450857 0.0728633 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2567039 0.0866616 0.0932185 0.2032141 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3657052 0.0419108 0.1023392 0.0735848 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1235213 0.0769595 0.1067232 0.2450653 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7196206 0.1192779 0.0670182 0.1707613 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2184495 0.0887999 0.0548633 0.2897638 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0481630 NA NA 0.2045904 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3918102 0.0208048 0.0625596 0.0612176 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 2 B Cell (Memory) B Cell (Memory) 0.4086533 0.0610208 0.0915503 0.1128979 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9192312 0.0169575 0.0092194 0.0399372 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3161306 0.1776507 0.0864857 0.3351461 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8438888 0.0253314 0.0484444 0.0530523 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6036754 0.2144802 0.1270968 0.3056487 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8955482 0.0077468 0.0352131 0.0529957 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 25 Ungated Ungated 0.4185944 0.0608737 0.0658160 0.0855781 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6955169 0.0130710 0.0134939 0.0554879 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 4 Basophil Basophil 0.3339492 0.1360565 0.0923519 0.4070387 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3545954 0.0361744 0.0421781 0.1511842 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4142717 0.1254074 0.1239172 0.1941633 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0545987 0.0539113 0.0730952 0.0559242 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4610005 0.0570135 0.1061826 0.1573973 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6140880 0.0541368 0.0390999 0.1389891 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 1 B Cell (CD27-) B Cell (CD27-) 0.0420141 0.0014378 0.0004775 0.0033180 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0267363 0.0008165 0.0005259 0.0033050 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0514808 0.0019766 0.0008793 0.0033087 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0167714 0.0008180 0.0004440 0.0041768 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0217696 0.0007072 0.0007841 0.0027745 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0051056 0.0001703 0.0000919 0.0041117 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0524904 0.0024002 0.0011671 0.0033097 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0050515 0.0004306 0.0002364 0.0200396 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0002408 NA NA 0.0154212 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0394877 0.0013175 0.0005883 0.0032835 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 2 B Cell (Memory) B Cell (Memory) 0.0211215 0.0007298 0.0003136 0.0045915 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0769440 0.0046991 0.0010397 0.0033484 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0159307 0.0002944 0.0003231 0.0029611 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0569337 0.0029908 0.0009178 0.0035920 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0319843 0.0007958 0.0003123 0.0025904 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0181913 0.0005577 0.0002036 0.0048042 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 25 Ungated Ungated 0.0692760 0.0041495 0.0022817 0.0034306 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0096978 0.0006955 0.0003652 0.0060624 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 4 Basophil Basophil 0.0015990 0.0002932 0.0001495 0.0240999 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0518561 0.0011258 0.0005191 0.0236475 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0553009 0.0023222 0.0011085 0.0030731 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0050062 0.0003457 0.0001803 0.0045925 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0192320 0.0006514 0.0003087 0.0035701 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0561929 0.0026554 0.0008661 0.0036785 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9951828 0.0007492 0.0023466 0.0011993 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 2 CD19 CD19 0.9980540 0.0002507 0.0001482 0.0004733 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 3 CD3+ CD3+ 0.9426529 0.0150171 0.0234253 0.0161162 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 4 CD4 CD4 0.9974529 0.0003607 0.0004903 0.0003689 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 5 CD8 CD8 0.9826904 0.0065672 0.0052556 0.0110591 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 6 Ungated Ungated 0.9883346 0.0010499 0.0011876 0.0029458 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9437551 0.0250513 0.0419642 0.0054028 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 2 CD19 CD19 0.9803637 0.0159180 0.0302866 0.0009986 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 3 CD3+ CD3+ 0.5866573 0.2110778 0.2167023 0.2062505 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 4 CD4 CD4 0.9769311 0.0054794 0.0161936 0.0088258 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 5 CD8 CD8 0.8720359 0.1191292 0.0276603 0.1913393 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 6 Ungated Ungated 0.8724374 0.0597555 0.0053157 0.0928951 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9744857 0.0153186 0.0181830 0.0310945 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 2 CD19 CD19 0.9834973 0.0029977 0.0095416 0.0111446 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 3 CD3+ CD3+ 0.4765254 0.2480744 0.1187426 0.2868384 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 4 CD4 CD4 0.9831674 0.0037044 0.0097217 0.0057352 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 5 CD8 CD8 0.9107208 0.0350774 0.0608559 0.0103115 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 6 Ungated Ungated 0.9402153 0.0268541 0.0485454 0.0401101 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.8909452 0.0503012 0.0037455 0.0847244 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 2 CD19 CD19 0.9576817 0.0149595 0.0052184 0.0308305 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 3 CD3+ CD3+ 0.3442245 0.0392583 0.0597153 0.0366353 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 4 CD4 CD4 0.9485427 0.0337332 0.0642231 0.0056679 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 5 CD8 CD8 0.8477342 0.0312298 0.0262397 0.0742129 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 6 Ungated Ungated 0.8293757 0.0584830 0.0341498 0.1232470 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1433135 0.0082992 0.0130523 0.0008516 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 2 CD19 CD19 0.1337508 0.0069585 0.0095282 0.0006460 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 3 CD3+ CD3+ 0.0772272 0.0046921 0.0039180 0.0020439 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 4 CD4 CD4 0.2432568 0.0029522 0.0200876 0.0005984 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 5 CD8 CD8 0.1480615 0.0044463 0.0079820 0.0008487 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 6 Ungated Ungated 0.1431850 0.0068580 0.0104265 0.0011927 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9971683 0.0004364 0.0012050 0.0003660 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 2 CD19 CD19 0.9977245 0.0003994 0.0007520 0.0007967 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 3 CD3+ CD3+ 0.9190756 0.0250512 0.0331730 0.0492687 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 4 CD4 CD4 0.9961625 0.0015905 0.0012492 0.0021782 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 5 CD8 CD8 0.9705667 0.0073596 0.0233314 0.0131243 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 6 Ungated Ungated 0.9858239 0.0006057 0.0022407 0.0031896 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9689873 0.0050211 0.0123105 0.0073633 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 2 CD19 CD19 0.9819610 0.0074178 0.0151801 0.0018186 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 3 CD3+ CD3+ 0.4088021 0.2647237 0.2438000 0.2997981 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 4 CD4 CD4 0.9731539 0.0106533 0.0085653 0.0218992 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 5 CD8 CD8 0.8784254 0.0352593 0.0705064 0.0255272 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 6 Ungated Ungated 0.8786186 0.0282512 0.0026024 0.0471559 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9826746 0.0063566 0.0170491 0.0079133 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 2 CD19 CD19 0.9679696 0.0111356 0.0153388 0.0204508 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 3 CD3+ CD3+ 0.4749693 0.3598713 0.1266208 0.3509653 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 4 CD4 CD4 0.9713960 0.0151667 0.0312087 0.0053184 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 5 CD8 CD8 0.8716380 0.0903947 0.1029352 0.1088092 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 6 Ungated Ungated 0.9194590 0.0216936 0.0114803 0.0454611 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.9335637 0.0254576 0.0141379 0.0585239 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 2 CD19 CD19 0.9453941 0.0340581 0.0049159 0.0639751 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 3 CD3+ CD3+ 0.2886683 0.0578077 0.1014434 0.0848794 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 4 CD4 CD4 0.9649877 0.0070657 0.0153462 0.0068682 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 5 CD8 CD8 0.7855676 0.0488982 0.0869819 0.1060083 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 6 Ungated Ungated 0.8046229 0.0412643 0.0608056 0.0534701 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1920161 0.0036037 0.0095137 0.0007852 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 2 CD19 CD19 0.1284702 0.0018834 0.0025971 0.0008032 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 3 CD3+ CD3+ 0.0698226 0.0038829 0.0030813 0.0004715 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 4 CD4 CD4 0.2366669 0.0023290 0.0121339 0.0008907 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 5 CD8 CD8 0.1162470 0.0017896 0.0021324 0.0011194 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 6 Ungated Ungated 0.1412435 0.0027025 0.0041217 0.0001229 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 1 /Granulocytes /Granulocytes 0.9999028 0.0001565 0.0000740 0.0002494 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9949693 0.0057896 0.0089145 0.0027602 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9965510 0.0018060 0.0030942 0.0005318 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9484975 0.0209337 0.0040051 0.0371900 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9869958 0.0105126 0.0156156 0.0066567 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.7622674 0.4473984 0.0009180 0.5205042 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9814408 0.0198520 0.0281245 0.0164400 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9765212 0.0201682 0.0365978 0.0044788 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9978100 0.0011539 0.0021912 0.0001497 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015949 NA NA 0.0003569 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9986962 0.0014395 0.0025226 0.0004001 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9700488 0.0233511 0.0135496 0.0368371 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9928140 0.0067453 0.0083986 0.0053081 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9986644 0.0013611 0.0023061 0.0004920 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.6079967 0.4464206 0.0393328 0.4407811 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9367277 0.0650265 0.0196619 0.1026546 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9951140 0.0041024 0.0047556 0.0037474 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9967074 0.0030440 0.0036727 0.0026004 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9884969 0.0108508 0.0097485 0.0155886 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9973917 0.0025104 0.0027940 0.0023389 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9692121 0.0408158 0.0057859 0.0743439 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9863357 0.0152687 0.0030987 0.0296313 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9853807 0.0160107 0.0071305 0.0250127 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9876076 0.0123228 0.0201555 0.0042529 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.8858794 0.1036380 0.0650012 0.1468403 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9261216 0.0727530 0.0214341 0.1315390 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9808442 0.0117554 0.0025847 0.0215424 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9397124 0.0801193 0.0055929 0.1331650 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 1 /Granulocytes /Granulocytes 0.9980050 0.0013890 0.0000871 0.0028378 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9767595 0.0038012 0.0066544 0.0011644 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9479178 0.0249912 0.0214413 0.0482381 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4899034 0.1464315 0.1297037 0.2253330 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8516472 0.0466089 0.0762251 0.0369380 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.7566811 0.2882062 0.3524154 0.4001483 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9045385 0.0242036 0.0417871 0.0028340 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9295122 0.0071124 0.0132361 0.0022663 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9903471 0.0090090 0.0173646 0.0001876 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0110010 0.0058493 0.0030059 0.1014849 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9818864 0.0026026 0.0024331 0.0072154 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.5005134 0.1218034 0.0824648 0.1178805 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9687435 0.0060458 0.0167898 0.0072117 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9744443 0.0039759 0.0041106 0.0047192 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0318693 0.0500221 0.0354991 0.0832395 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0778771 0.0243496 0.1755686 0.0131793 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9884443 0.0017881 0.0050842 0.0027249 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9710795 0.0175972 0.0024889 0.0315503 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8459395 0.1059063 0.0200443 0.1527806 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9610166 0.0153509 0.0249367 0.0125704 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.3678885 0.1477824 0.1250063 0.3037442 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9518344 0.0097655 0.0195041 0.0062474 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9419425 0.0114643 0.0164439 0.0353329 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8957606 0.0092642 0.0203604 0.0196316 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6444258 0.1520432 0.2096624 0.0837343 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8204479 0.0635968 0.0911891 0.0729611 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8486268 0.0466841 0.0914053 0.0765144 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.3192227 0.2813530 0.3523028 0.2117181 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 1 /Granulocytes /Granulocytes 0.9993892 0.0001745 0.0001717 0.0002626 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9887720 0.0052207 0.0045710 0.0062414 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9866756 0.0063381 0.0114625 0.0069581 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.7158082 0.1766568 0.1372168 0.2472458 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9419567 0.0265978 0.0247680 0.0530257 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8779228 0.0565933 0.0320206 0.3748080 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9189193 0.0666112 0.1294690 0.0227711 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9726027 0.0164450 0.0337393 0.0044000 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9975635 0.0006766 0.0010221 0.0015381 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0148907 0.0189191 0.0294887 0.0082338 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9793644 0.0069324 0.0120372 0.0155009 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8849548 0.0342868 0.0730921 0.0796931 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9635881 0.0165332 0.0465385 0.0163364 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9863283 0.0047536 0.0137741 0.0107763 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7222095 0.1370266 0.1186825 0.1714755 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8862968 0.0423821 0.0716103 0.1056181 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9795982 0.0065002 0.0099080 0.0161425 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9724667 0.0053877 0.0100983 0.0123716 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9376705 0.0108801 0.0473008 0.0381772 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9783403 0.0067916 0.0161355 0.0107463 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8389338 0.0753978 0.0691450 0.1469372 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9395179 0.0227981 0.0274190 0.0416303 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9812569 0.0103201 0.0041666 0.0204429 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9304611 0.0203593 0.0468559 0.0425128 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6652723 0.0645785 0.1472202 0.0752287 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8486389 0.1176623 0.0859151 0.1604890 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9742531 0.0099425 0.0126259 0.0076405 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8212512 0.0708968 0.1181985 0.0702411 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 1 /Granulocytes /Granulocytes 0.9920517 0.0045166 0.0000214 0.0088839 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9657857 0.0082217 0.0171906 0.0017260 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9397047 0.0128069 0.0133524 0.0130013 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4259651 0.1512260 0.1282398 0.2026141 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7987508 0.0351095 0.0825635 0.0350879 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8381994 0.0173840 0.0404421 0.4241447 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8058207 0.0229777 0.0330211 0.0155476 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8716001 0.0040276 0.0075058 0.0017803 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9170688 0.0067427 0.0115746 0.0000826 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0481132 0.0136942 0.0086039 0.0576456 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9564201 0.0023126 0.0030798 0.0028735 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6332422 0.0740174 0.0794624 0.0742341 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9205635 0.0098032 0.0180093 0.0010345 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9642419 0.0013671 0.0013873 0.0027009 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3898884 0.0569685 0.0684535 0.0534557 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8603703 0.0190470 0.0434834 0.0135523 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9497978 0.0027008 0.0055547 0.0022255 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9173536 0.0186197 0.0185304 0.0190020 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8759022 0.0486394 0.0521917 0.0530971 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9297118 0.0227085 0.0446380 0.0050054 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7633752 0.0487284 0.0665899 0.0220330 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8084608 0.0417996 0.0622670 0.0130605 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8424187 0.0494427 0.0733835 0.0145688 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8594098 0.0177572 0.0373750 0.0187448 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6351569 0.0646211 0.0733561 0.0504019 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8219025 0.0138306 0.0208911 0.0030355 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7333099 0.0500145 0.0498690 0.0487164 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7073246 0.0080082 0.0119642 0.0125950 5
dataset_name-FR-FCM-Z3YR_seed-42 random 1 /Granulocytes /Granulocytes 0.0657566 0.0009223 0.0003827 0.0005173 5
dataset_name-FR-FCM-Z3YR_seed-42 random 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0362920 0.0003912 0.0002442 0.0005412 5
dataset_name-FR-FCM-Z3YR_seed-42 random 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0446038 0.0003946 0.0003039 0.0005283 5
dataset_name-FR-FCM-Z3YR_seed-42 random 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056578 0.0001467 0.0000831 0.0009426 5
dataset_name-FR-FCM-Z3YR_seed-42 random 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0097005 0.0001846 0.0001064 0.0009229 5
dataset_name-FR-FCM-Z3YR_seed-42 random 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003707 0.0000203 0.0000102 0.0161723 5
dataset_name-FR-FCM-Z3YR_seed-42 random 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0058613 0.0002332 0.0001283 0.0013798 5
dataset_name-FR-FCM-Z3YR_seed-42 random 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0048739 0.0001582 0.0000853 0.0011802 5
dataset_name-FR-FCM-Z3YR_seed-42 random 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0141162 0.0000774 0.0000686 0.0003963 5
dataset_name-FR-FCM-Z3YR_seed-42 random 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001578 0.0000163 0.0000081 0.0035041 5
dataset_name-FR-FCM-Z3YR_seed-42 random 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0450518 0.0006886 0.0003819 0.0007598 5
dataset_name-FR-FCM-Z3YR_seed-42 random 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059184 0.0001668 0.0000898 0.0012461 5
dataset_name-FR-FCM-Z3YR_seed-42 random 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140959 0.0001096 0.0000517 0.0005986 5
dataset_name-FR-FCM-Z3YR_seed-42 random 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0490813 0.0005160 0.0003043 0.0005313 5
dataset_name-FR-FCM-Z3YR_seed-42 random 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006288 0.0000590 0.0000298 0.0026647 5
dataset_name-FR-FCM-Z3YR_seed-42 random 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051085 0.0000785 0.0000401 0.0010262 5
dataset_name-FR-FCM-Z3YR_seed-42 random 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0313368 0.0003545 0.0002014 0.0006930 5
dataset_name-FR-FCM-Z3YR_seed-42 random 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0314583 0.0002863 0.0001681 0.0006048 5
dataset_name-FR-FCM-Z3YR_seed-42 random 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101729 0.0001584 0.0000770 0.0011013 5
dataset_name-FR-FCM-Z3YR_seed-42 random 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0305989 0.0002152 0.0001519 0.0004604 5
dataset_name-FR-FCM-Z3YR_seed-42 random 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0033753 0.0001531 0.0000801 0.0018240 5
dataset_name-FR-FCM-Z3YR_seed-42 random 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057185 0.0000980 0.0000535 0.0007335 5
dataset_name-FR-FCM-Z3YR_seed-42 random 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0071325 0.0001361 0.0000778 0.0007724 5
dataset_name-FR-FCM-Z3YR_seed-42 random 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0105584 0.0001469 0.0000986 0.0002389 5
dataset_name-FR-FCM-Z3YR_seed-42 random 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009165 0.0000536 0.0000273 0.0013365 5
dataset_name-FR-FCM-Z3YR_seed-42 random 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010446 0.0000249 0.0000128 0.0005706 5
dataset_name-FR-FCM-Z3YR_seed-42 random 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0055995 0.0001142 0.0000626 0.0008219 5
dataset_name-FR-FCM-Z3YR_seed-42 random 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027721 0.0000370 0.0000199 0.0006494 5
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 1 Basophils Basophils 0.0361426 0.0481297 0.0589256 0.0263447 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 10 Monocytes Monocytes 0.3025639 0.1073792 0.0017326 0.1121139 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 11 Plasma_B_cells Plasma_B_cells 0.0392157 NA NA 0.0145495 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 12 Pre_B_cells Pre_B_cells 0.1748178 0.0974586 0.0123975 0.0726544 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 13 Pro_B_cells Pro_B_cells NA NA NA 0.0000000 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 14 pDCs pDCs 0.0081360 0.0029739 0.0707107 0.0015082 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 15 ungated ungated 0.7094044 0.0485670 0.0286854 0.0817710 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.0861833 0.0999558 0.0116556 0.0606295 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.0764359 0.0057193 0.0087500 0.0033036 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs NA NA NA 0.0000000 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1083976 0.1009433 0.0408853 0.0645574 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.1704918 NA NA 0.0735391 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 7 CD4_T_cells CD4_T_cells 0.4029121 0.1486181 0.0054970 0.2142666 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 8 CD8_T_cells CD8_T_cells 0.2683586 0.0156077 0.0111397 0.0131955 2
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno 9 Mature_B_cells Mature_B_cells 0.3925210 0.0602291 0.0097935 0.0793161 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 1 Basophils Basophils 0.5288327 0.0734801 0.0609817 0.0665503 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 10 Monocytes Monocytes 0.5812878 0.0070635 0.0044087 0.0154368 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 11 Plasma_B_cells Plasma_B_cells 0.0491322 0.0192747 0.0190735 0.0194459 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 12 Pre_B_cells Pre_B_cells 0.5588945 0.0711451 0.0679109 0.0069315 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 13 Pro_B_cells Pro_B_cells 0.3318385 0.3099425 0.2181426 0.5338078 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 14 pDCs pDCs 0.4805199 0.0904923 0.0787057 0.0036351 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 15 ungated ungated 0.0809739 0.0367877 0.0801136 0.0200220 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5247098 0.0215160 0.0101281 0.0641969 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5285445 0.0399124 0.0593740 0.0915538 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0124403 0.0086567 0.0041105 0.0617811 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5784859 0.0456091 0.0540585 0.0385028 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5879684 0.0224808 0.0169020 0.0329134 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 7 CD4_T_cells CD4_T_cells 0.5884600 0.0542286 0.0528551 0.0113703 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 8 CD8_T_cells CD8_T_cells 0.6039942 0.0390858 0.0394490 0.0043927 2
dataset_name-Levine_seed-420_sub-sampling-10000 cygate 9 Mature_B_cells Mature_B_cells 0.6209397 0.0276481 0.0255047 0.0189157 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 1 Basophils Basophils 0.3005847 0.1200021 0.0471734 0.1361942 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 10 Monocytes Monocytes 0.4383002 0.0431320 0.0247270 0.1168225 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.2598192 0.0398537 0.0737617 0.0269919 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 12 Pre_B_cells Pre_B_cells 0.0746637 0.0407582 0.0535544 0.0249558 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 13 Pro_B_cells Pro_B_cells 0.1104057 0.1423400 0.1983348 0.1402191 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 14 pDCs pDCs 0.1895703 0.2387175 0.0261147 0.1960756 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 15 ungated ungated 0.6810913 0.0669771 0.0304065 0.1221272 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.3090778 NA NA 0.1706124 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.2641560 0.1694597 0.0534712 0.2180410 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.1519470 0.1027453 0.0870285 0.0867483 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.2094947 0.2064588 0.0434432 0.2265528 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.3395371 0.0362653 0.0163626 0.0489496 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 7 CD4_T_cells CD4_T_cells 0.0246695 0.0119448 0.0150311 0.0063291 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 8 CD8_T_cells CD8_T_cells 0.4371834 0.2178556 0.0366932 0.3865174 2
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof 9 Mature_B_cells Mature_B_cells 0.4041324 0.1670043 0.0055644 0.2606423 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 1 Basophils Basophils 0.2623888 0.1272890 0.0473244 0.2826534 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 10 Monocytes Monocytes 0.5017465 0.0515491 0.0255899 0.2831111 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 11 Plasma_B_cells Plasma_B_cells 0.4993708 0.0676849 0.0119636 0.2687752 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 12 Pre_B_cells Pre_B_cells 0.4551754 0.2125638 0.0753193 0.4313058 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 13 Pro_B_cells Pro_B_cells 0.2297606 0.1947217 0.1089009 0.5221397 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 14 pDCs pDCs 0.3600158 0.1500281 0.1312456 0.1096277 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 15 ungated ungated 0.5230458 0.1305892 0.0180325 0.1764221 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3318896 0.2753127 0.0435614 0.5769042 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3854712 0.0526948 0.0231792 0.2155736 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2018231 0.2162573 0.1663689 0.2135523 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3311031 0.0374747 0.0590913 0.0204950 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2471593 0.0161217 0.0242484 0.1234530 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 7 CD4_T_cells CD4_T_cells 0.3990446 0.2185493 0.0403446 0.3458450 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 8 CD8_T_cells CD8_T_cells 0.4764897 0.0978017 0.0432792 0.1655725 2
dataset_name-Levine_seed-420_sub-sampling-10000 lda 9 Mature_B_cells Mature_B_cells 0.5590853 0.0380753 0.0528839 0.0151319 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 1 Basophils Basophils 0.0069382 0.0022088 0.0012279 0.0054242 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 10 Monocytes Monocytes 0.0733508 0.0021611 0.0090021 0.0032620 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0009545 0.0004867 0.0244833 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0125874 0.0127656 0.0028226 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0029646 0.0016048 0.0053036 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 14 pDCs pDCs 0.0111091 0.0063004 0.0036896 0.0039205 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 15 ungated ungated 0.1195857 0.0018004 0.0404416 0.0006018 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0045187 0.0027316 0.0067050 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0011633 0.0012844 0.0071324 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0006740 0.0003501 0.0001911 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0110585 0.0074929 0.0140535 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0009444 0.0004923 0.0112627 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0040759 0.0124154 0.0002551 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0081425 0.0184912 0.0009728 2
dataset_name-Levine_seed-420_sub-sampling-10000 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0059099 0.0085322 0.0026861 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 1 Basophils Basophils 0.1043972 0.1446595 0.1178511 0.0913661 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 10 Monocytes Monocytes 0.2685052 0.1971509 0.0006407 0.1916653 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 11 Plasma_B_cells Plasma_B_cells 0.1805522 0.2437948 0.0072154 0.1921540 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 12 Pre_B_cells Pre_B_cells 0.2425305 0.1905687 0.0049749 0.1723834 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 13 Pro_B_cells Pro_B_cells 0.1378407 0.1543368 0.0034326 0.1058806 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 14 pDCs pDCs 0.0352749 0.0456073 0.1178511 0.0245275 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 15 ungated ungated 0.7050179 0.0559935 0.0257156 0.1054924 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.1675699 0.2119770 0.0047563 0.1591299 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.1835624 0.1540956 0.0030263 0.1179882 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 NA NA 0.0057960 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1654965 0.1813274 0.0047502 0.1341749 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0500821 0.0623963 0.0707107 0.0346461 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 7 CD4_T_cells CD4_T_cells 0.3952713 0.1383675 0.0033674 0.1938924 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 8 CD8_T_cells CD8_T_cells 0.3465205 0.0050604 0.0009862 0.0056701 2
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno 9 Mature_B_cells Mature_B_cells 0.4072976 0.0487396 0.0051642 0.0679557 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 1 Basophils Basophils 0.5281267 0.0795420 0.0748759 0.0073794 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 10 Monocytes Monocytes 0.5671506 0.0292223 0.0278514 0.0044144 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 11 Plasma_B_cells Plasma_B_cells 0.5156073 0.0391734 0.0607774 0.1170787 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 12 Pre_B_cells Pre_B_cells 0.5736807 0.0684923 0.0664960 0.0086941 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 13 Pro_B_cells Pro_B_cells 0.3375999 0.3683169 0.2636048 0.6108712 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 14 pDCs pDCs 0.4856129 0.0420987 0.0334968 0.0352310 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 15 ungated ungated 0.0658786 0.0178399 0.0776867 0.0095100 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5389235 0.0021601 0.0107399 0.0645083 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5337086 0.0412243 0.0585342 0.0878672 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0245744 0.0296754 0.0204206 0.0540744 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5797696 0.0481842 0.0497367 0.0065130 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5987736 0.0359863 0.0332751 0.0201727 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 7 CD4_T_cells CD4_T_cells 0.5894082 0.0531130 0.0518738 0.0110387 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 8 CD8_T_cells CD8_T_cells 0.6045194 0.0422901 0.0436581 0.0004805 2
dataset_name-Levine_seed-420_sub-sampling-100000 cygate 9 Mature_B_cells Mature_B_cells 0.6198468 0.0276726 0.0247066 0.0227216 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 1 Basophils Basophils 0.0110113 0.0048179 0.1555635 0.0025231 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 10 Monocytes Monocytes 0.4809546 0.1346245 0.0067315 0.2922651 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.2123894 NA 0.3263570 0.0975320 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 12 Pre_B_cells Pre_B_cells 0.0413763 0.0038593 0.0461988 0.0022256 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 13 Pro_B_cells Pro_B_cells 0.2621035 0.3568731 0.0240638 0.4025329 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 14 pDCs pDCs 0.5700615 NA NA 0.5083854 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 15 ungated ungated 0.6381621 0.1482772 0.0309967 0.3230982 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.2836089 0.1148879 0.0553650 0.1110643 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.2887668 0.4072922 0.0933705 0.5358921 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2115367 0.1006719 0.0307438 0.0943276 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5542014 NA 0.3234199 0.4971035 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0682683 0.0881280 0.0919814 0.0516167 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 7 CD4_T_cells CD4_T_cells 0.3138880 0.4245761 0.0620839 0.5609432 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 8 CD8_T_cells CD8_T_cells 0.4628532 0.2577860 0.0254266 0.5167495 2
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof 9 Mature_B_cells Mature_B_cells 0.4605141 0.2211799 0.0115673 0.4181305 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 1 Basophils Basophils 0.2543523 0.1244024 0.0351660 0.3636393 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 10 Monocytes Monocytes 0.5007533 0.0535823 0.0197579 0.2630708 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 11 Plasma_B_cells Plasma_B_cells 0.5114532 0.0333453 0.0023459 0.1928663 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 12 Pre_B_cells Pre_B_cells 0.4410302 0.2291095 0.0739910 0.4537894 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 13 Pro_B_cells Pro_B_cells 0.2157673 0.1747726 0.0997323 0.5175064 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 14 pDCs pDCs 0.3459345 0.1801620 0.1567560 0.1263895 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 15 ungated ungated 0.5343538 0.1220756 0.0167939 0.1687924 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3337677 0.2728338 0.0343495 0.5731951 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3843657 0.0579490 0.0235610 0.2249632 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2571356 0.0550890 0.0879064 0.2268005 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3497899 0.0195819 0.0773904 0.0367213 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2418917 0.0007532 0.0224425 0.2307736 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 7 CD4_T_cells CD4_T_cells 0.4032399 0.1926210 0.0438151 0.3012091 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 8 CD8_T_cells CD8_T_cells 0.4814700 0.0969556 0.0447584 0.1647377 2
dataset_name-Levine_seed-420_sub-sampling-100000 lda 9 Mature_B_cells Mature_B_cells 0.5557718 0.0248455 0.0421871 0.0258906 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 1 Basophils Basophils 0.0069382 0.0022088 0.0012279 0.0054242 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 10 Monocytes Monocytes 0.0733508 0.0021611 0.0090021 0.0032620 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0009545 0.0004867 0.0244833 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0125874 0.0127656 0.0028226 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0029646 0.0016048 0.0053036 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 14 pDCs pDCs 0.0111091 0.0063004 0.0036896 0.0039205 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 15 ungated ungated 0.1195857 0.0018004 0.0404416 0.0006018 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0045187 0.0027316 0.0067050 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0011633 0.0012844 0.0071324 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0006740 0.0003501 0.0001911 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0110585 0.0074929 0.0140535 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0009444 0.0004923 0.0112627 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0040759 0.0124154 0.0002551 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0081425 0.0184912 0.0009728 2
dataset_name-Levine_seed-420_sub-sampling-100000 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0059099 0.0085322 0.0026861 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 1 Basophils Basophils 0.0999611 0.1149599 0.0059924 0.0718402 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 10 Monocytes Monocytes 0.2247230 0.1843525 0.0007193 0.1583384 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 11 Plasma_B_cells Plasma_B_cells 0.1784770 0.2080371 0.1178511 0.1590413 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 12 Pre_B_cells Pre_B_cells 0.2380195 0.1864418 0.0089499 0.1666643 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 13 Pro_B_cells Pro_B_cells 0.0610693 0.0459590 0.0505076 0.0260460 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 14 pDCs pDCs 0.0286050 0.0212126 0.0000000 0.0112429 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 15 ungated ungated 0.7082153 0.0518194 0.0271856 0.0929600 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.1469945 0.1692420 0.0075373 0.1194430 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.2003136 0.2032944 0.0005161 0.1643983 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 NA NA 0.0057960 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1686107 0.0980157 0.0021561 0.0714499 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0600893 0.0477630 0.0130946 0.0272141 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 7 CD4_T_cells CD4_T_cells 0.3465759 0.1228491 0.0027416 0.1462401 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 8 CD8_T_cells CD8_T_cells 0.3772577 0.0831688 0.0019106 0.1079732 2
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno 9 Mature_B_cells Mature_B_cells 0.3989370 0.0258310 0.0102064 0.0413895 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 1 Basophils Basophils 0.5296616 0.0713807 0.0678879 0.0100886 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 10 Monocytes Monocytes 0.5818340 0.0075406 0.0048035 0.0159101 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 11 Plasma_B_cells Plasma_B_cells 0.2518719 0.3030569 0.2179537 0.4777260 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 12 Pre_B_cells Pre_B_cells 0.5626506 0.0823746 0.0789020 0.0098887 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 13 Pro_B_cells Pro_B_cells 0.3278488 0.3463834 0.2422408 0.6040577 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 14 pDCs pDCs 0.4914427 0.0513499 0.0430025 0.0237139 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 15 ungated ungated 0.0754985 0.0335236 0.0714604 0.0181479 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5251651 0.0221246 0.0106479 0.0645083 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5306558 0.0354235 0.0581340 0.1113845 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0092792 0.0078752 0.0037916 0.0540744 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5802761 0.0481074 0.0533575 0.0236253 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5881228 0.0202047 0.0168717 0.0201727 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 7 CD4_T_cells CD4_T_cells 0.5894611 0.0526023 0.0514892 0.0098309 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 8 CD8_T_cells CD8_T_cells 0.6029311 0.0406301 0.0415908 0.0006902 2
dataset_name-Levine_seed-420_sub-sampling-50000 cygate 9 Mature_B_cells Mature_B_cells 0.6202759 0.0284472 0.0253818 0.0235135 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 1 Basophils Basophils 0.3218080 0.1722625 0.0404586 0.2555546 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 10 Monocytes Monocytes 0.2328072 0.2697047 0.0113314 0.2531428 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.4029476 0.1265930 0.0223122 0.2570750 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 12 Pre_B_cells Pre_B_cells 0.1544802 0.1729922 0.0438660 0.1246281 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 13 Pro_B_cells Pro_B_cells 0.1325059 0.0747552 0.0079934 0.0553280 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 14 pDCs pDCs 0.1634175 0.2071376 0.0610194 0.1690690 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 15 ungated ungated 0.6975009 0.0389149 0.0317767 0.0493776 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.0552676 0.0562708 0.0036659 0.0320443 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.3252849 0.3133491 0.0014082 0.5738152 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.1995555 0.2226683 0.1887390 0.5234832 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.2641416 0.1591022 0.0423543 0.1811933 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.4458207 0.0998594 0.0000551 0.2288648 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 7 CD4_T_cells CD4_T_cells 0.2025022 0.2607543 0.0576647 0.2193616 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 8 CD8_T_cells CD8_T_cells 0.4737850 0.0325750 0.0518232 0.0104874 2
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof 9 Mature_B_cells Mature_B_cells 0.0556719 0.0785025 0.1734476 0.0442210 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 1 Basophils Basophils 0.2469390 0.1145101 0.0459406 0.3802123 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 10 Monocytes Monocytes 0.5004502 0.0513671 0.0164819 0.2407694 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 11 Plasma_B_cells Plasma_B_cells 0.5123006 0.0193653 0.0070565 0.1534097 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 12 Pre_B_cells Pre_B_cells 0.4436367 0.2265123 0.0672743 0.4615049 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 13 Pro_B_cells Pro_B_cells 0.2245852 0.1898760 0.1122626 0.4818725 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 14 pDCs pDCs 0.3434431 0.1668353 0.1560386 0.0761734 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 15 ungated ungated 0.5432910 0.1121695 0.0158847 0.1582087 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3338831 0.2713810 0.0344209 0.5693087 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3882839 0.0533216 0.0262320 0.2211725 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2477918 0.0119863 0.1099772 0.1757385 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3441273 0.0138535 0.0783530 0.0471035 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2476176 0.0132710 0.0122534 0.2267027 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 7 CD4_T_cells CD4_T_cells 0.3909851 0.1891965 0.0416055 0.2837894 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 8 CD8_T_cells CD8_T_cells 0.4770461 0.0982717 0.0438400 0.1663313 2
dataset_name-Levine_seed-420_sub-sampling-50000 lda 9 Mature_B_cells Mature_B_cells 0.5526526 0.0266057 0.0433590 0.0218605 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 1 Basophils Basophils 0.0069382 0.0022088 0.0012279 0.0054242 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 10 Monocytes Monocytes 0.0733508 0.0021611 0.0090021 0.0032620 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0009545 0.0004867 0.0244833 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0125874 0.0127656 0.0028226 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0029646 0.0016048 0.0053036 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 14 pDCs pDCs 0.0111091 0.0063004 0.0036896 0.0039205 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 15 ungated ungated 0.1195857 0.0018004 0.0404416 0.0006018 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0045187 0.0027316 0.0067050 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0011633 0.0012844 0.0071324 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0006740 0.0003501 0.0001911 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0110585 0.0074929 0.0140535 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0009444 0.0004923 0.0112627 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0040759 0.0124154 0.0002551 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0081425 0.0184912 0.0009728 2
dataset_name-Levine_seed-420_sub-sampling-50000 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0059099 0.0085322 0.0026861 2
dataset_name-Samusik_seed-42 cyanno 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1912298 0.0756728 0.0173941 0.0484718 5
dataset_name-Samusik_seed-42 cyanno 10 HSC HSC NA NA NA 0.0000000 5
dataset_name-Samusik_seed-42 cyanno 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9388574 0.0042600 0.0022898 0.0096451 5
dataset_name-Samusik_seed-42 cyanno 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9824710 0.0008189 0.0008061 0.0020605 5
dataset_name-Samusik_seed-42 cyanno 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8954949 0.0086742 0.0107106 0.0223944 5
dataset_name-Samusik_seed-42 cyanno 14 Intermediate Monocytes Intermediate Monocytes 0.9442022 0.0062460 0.0038491 0.0160909 5
dataset_name-Samusik_seed-42 cyanno 15 MEP MEP 0.6754296 0.0463167 0.0168159 0.0795282 5
dataset_name-Samusik_seed-42 cyanno 16 MPP MPP 0.1111556 0.0570676 0.0097794 0.0318716 5
dataset_name-Samusik_seed-42 cyanno 17 Macrophages Macrophages 0.5236172 0.0335229 0.0208417 0.0371797 5
dataset_name-Samusik_seed-42 cyanno 18 NK cells NK cells 0.8308863 0.0504634 0.0121289 0.0803162 5
dataset_name-Samusik_seed-42 cyanno 19 NKT cells NKT cells 0.9273444 0.0094600 0.0033341 0.0206146 5
dataset_name-Samusik_seed-42 cyanno 2 Basophils Basophils 0.7816699 0.0155131 0.0220575 0.0340456 5
dataset_name-Samusik_seed-42 cyanno 20 Non-Classical Monocytes Non-Classical Monocytes 0.9455955 0.0090213 0.0081039 0.0148637 5
dataset_name-Samusik_seed-42 cyanno 21 Plasma Cells Plasma Cells 0.5796549 0.2637037 0.0339046 0.3135350 5
dataset_name-Samusik_seed-42 cyanno 22 gd T cells gd T cells 0.1487455 0.1129832 0.0254556 0.0665431 5
dataset_name-Samusik_seed-42 cyanno 23 mDCs mDCs 0.4056113 0.1118682 0.0274305 0.0929573 5
dataset_name-Samusik_seed-42 cyanno 24 pDCs pDCs 0.9800432 0.0006996 0.0012339 0.0016830 5
dataset_name-Samusik_seed-42 cyanno 25 ungated ungated 0.9066348 0.0019860 0.0040355 0.0018053 5
dataset_name-Samusik_seed-42 cyanno 3 CD4 T cells CD4 T cells 0.9258523 0.0082742 0.0064783 0.0147526 5
dataset_name-Samusik_seed-42 cyanno 4 CD8 T cells CD8 T cells 0.9736724 0.0042342 0.0025221 0.0081116 5
dataset_name-Samusik_seed-42 cyanno 5 CLP CLP NA NA NA 0.0000000 5
dataset_name-Samusik_seed-42 cyanno 6 CMP CMP 0.1117366 0.0692764 0.0148321 0.0403126 5
dataset_name-Samusik_seed-42 cyanno 7 Classical Monocytes Classical Monocytes 0.9560990 0.0026765 0.0050339 0.0067044 5
dataset_name-Samusik_seed-42 cyanno 8 Eosinophils Eosinophils 0.9553137 0.0015009 0.0025806 0.0054888 5
dataset_name-Samusik_seed-42 cyanno 9 GMP GMP 0.6569801 0.0445439 0.0280474 0.0553186 5
dataset_name-Samusik_seed-42 cygate 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0973974 0.0469227 0.1028231 0.0317915 5
dataset_name-Samusik_seed-42 cygate 10 HSC HSC 0.0352793 0.0273098 0.0175396 0.1341644 5
dataset_name-Samusik_seed-42 cygate 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7922712 0.0069639 0.0102495 0.0018045 5
dataset_name-Samusik_seed-42 cygate 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9345689 0.0163234 0.0293491 0.0000943 5
dataset_name-Samusik_seed-42 cygate 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5232534 0.0300200 0.0279327 0.0021520 5
dataset_name-Samusik_seed-42 cygate 14 Intermediate Monocytes Intermediate Monocytes 0.8377556 0.0248197 0.0369355 0.0020899 5
dataset_name-Samusik_seed-42 cygate 15 MEP MEP 0.6809399 0.0121021 0.0138473 0.0030013 5
dataset_name-Samusik_seed-42 cygate 16 MPP MPP 0.3735249 0.0315055 0.0255683 0.0390582 5
dataset_name-Samusik_seed-42 cygate 17 Macrophages Macrophages 0.4692620 0.0064400 0.0058727 0.0105592 5
dataset_name-Samusik_seed-42 cygate 18 NK cells NK cells 0.5173852 0.0101758 0.0101166 0.0105162 5
dataset_name-Samusik_seed-42 cygate 19 NKT cells NKT cells 0.6784062 0.0170112 0.0078130 0.0382032 5
dataset_name-Samusik_seed-42 cygate 2 Basophils Basophils 0.6284498 0.0125778 0.0131023 0.0279424 5
dataset_name-Samusik_seed-42 cygate 20 Non-Classical Monocytes Non-Classical Monocytes 0.7795662 0.1766866 0.0370810 0.2672741 5
dataset_name-Samusik_seed-42 cygate 21 Plasma Cells Plasma Cells 0.7874744 0.0389206 0.0657926 0.0207074 5
dataset_name-Samusik_seed-42 cygate 22 gd T cells gd T cells 0.2992852 0.0192519 0.0146227 0.0135852 5
dataset_name-Samusik_seed-42 cygate 23 mDCs mDCs 0.6492458 0.0186431 0.0213961 0.0094458 5
dataset_name-Samusik_seed-42 cygate 24 pDCs pDCs 0.9437341 0.0059923 0.0046375 0.0135592 5
dataset_name-Samusik_seed-42 cygate 25 ungated ungated 0.4188278 0.0204624 0.0026058 0.0166560 5
dataset_name-Samusik_seed-42 cygate 3 CD4 T cells CD4 T cells 0.6529146 0.0006223 0.0007213 0.0035397 5
dataset_name-Samusik_seed-42 cygate 4 CD8 T cells CD8 T cells 0.7881732 0.0115892 0.0163137 0.0018774 5
dataset_name-Samusik_seed-42 cygate 5 CLP CLP 0.0978867 0.0206411 0.0108835 0.1789290 5
dataset_name-Samusik_seed-42 cygate 6 CMP CMP 0.3562819 0.0059569 0.0044638 0.0026809 5
dataset_name-Samusik_seed-42 cygate 7 Classical Monocytes Classical Monocytes 0.8269708 0.0183218 0.0261601 0.0018673 5
dataset_name-Samusik_seed-42 cygate 8 Eosinophils Eosinophils 0.8640221 0.0079813 0.0036228 0.0215319 5
dataset_name-Samusik_seed-42 cygate 9 GMP GMP 0.5114899 0.0325064 0.0311214 0.0086484 5
dataset_name-Samusik_seed-42 dgcytof 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5408876 0.0494658 0.0606666 0.0839891 5
dataset_name-Samusik_seed-42 dgcytof 10 HSC HSC 0.1111111 NA 0.1154701 0.0344010 5
dataset_name-Samusik_seed-42 dgcytof 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9008573 0.0034823 0.0262531 0.0284660 5
dataset_name-Samusik_seed-42 dgcytof 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9666101 0.0040518 0.0127101 0.0062039 5
dataset_name-Samusik_seed-42 dgcytof 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8461574 0.0132533 0.0446447 0.0613844 5
dataset_name-Samusik_seed-42 dgcytof 14 Intermediate Monocytes Intermediate Monocytes 0.9203152 0.0043327 0.0201477 0.0239132 5
dataset_name-Samusik_seed-42 dgcytof 15 MEP MEP 0.7111163 0.0266040 0.0381774 0.1099215 5
dataset_name-Samusik_seed-42 dgcytof 16 MPP MPP 0.5566632 0.0839686 0.0438290 0.1600035 5
dataset_name-Samusik_seed-42 dgcytof 17 Macrophages Macrophages 0.5430188 0.0783929 0.0271052 0.1088789 5
dataset_name-Samusik_seed-42 dgcytof 18 NK cells NK cells 0.7620255 0.0199251 0.0710936 0.0898242 5
dataset_name-Samusik_seed-42 dgcytof 19 NKT cells NKT cells 0.8698367 0.0144401 0.0536397 0.0372731 5
dataset_name-Samusik_seed-42 dgcytof 2 Basophils Basophils 0.7753607 0.0412040 0.0601420 0.1179804 5
dataset_name-Samusik_seed-42 dgcytof 20 Non-Classical Monocytes Non-Classical Monocytes 0.8953201 0.0151858 0.0367905 0.0470369 5
dataset_name-Samusik_seed-42 dgcytof 21 Plasma Cells Plasma Cells 0.6962861 0.2620524 0.0345814 0.3072228 5
dataset_name-Samusik_seed-42 dgcytof 22 gd T cells gd T cells 0.6102855 0.0754209 0.0759632 0.1179630 5
dataset_name-Samusik_seed-42 dgcytof 23 mDCs mDCs 0.5207097 0.1434837 0.0867620 0.2445005 5
dataset_name-Samusik_seed-42 dgcytof 24 pDCs pDCs 0.9598719 0.0017564 0.0089003 0.0092719 5
dataset_name-Samusik_seed-42 dgcytof 25 ungated ungated 0.8571576 0.0058631 0.0102181 0.0174700 5
dataset_name-Samusik_seed-42 dgcytof 3 CD4 T cells CD4 T cells 0.7981230 0.0128958 0.0286222 0.0326513 5
dataset_name-Samusik_seed-42 dgcytof 4 CD8 T cells CD8 T cells 0.8928512 0.0089088 0.0510267 0.0497165 5
dataset_name-Samusik_seed-42 dgcytof 5 CLP CLP 0.1584115 0.1115117 0.1591317 0.1300133 5
dataset_name-Samusik_seed-42 dgcytof 6 CMP CMP 0.5603574 0.0579102 0.0657203 0.1025452 5
dataset_name-Samusik_seed-42 dgcytof 7 Classical Monocytes Classical Monocytes 0.9306846 0.0077230 0.0300092 0.0240405 5
dataset_name-Samusik_seed-42 dgcytof 8 Eosinophils Eosinophils 0.9391680 0.0045541 0.0089442 0.0166409 5
dataset_name-Samusik_seed-42 dgcytof 9 GMP GMP 0.6981100 0.0026041 0.0704142 0.0898848 5
dataset_name-Samusik_seed-42 lda 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0227460 0.0077548 0.0055021 0.0063464 5
dataset_name-Samusik_seed-42 lda 10 HSC HSC 0.0198879 0.0042612 0.0028464 0.0534290 5
dataset_name-Samusik_seed-42 lda 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4197419 0.0661026 0.0384707 0.1175894 5
dataset_name-Samusik_seed-42 lda 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9459637 0.0074017 0.0044277 0.0169229 5
dataset_name-Samusik_seed-42 lda 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1510924 0.0271306 0.0175702 0.0340301 5
dataset_name-Samusik_seed-42 lda 14 Intermediate Monocytes Intermediate Monocytes 0.7402073 0.0653990 0.0124072 0.1379683 5
dataset_name-Samusik_seed-42 lda 15 MEP MEP 0.4440989 0.0095935 0.0228894 0.0580929 5
dataset_name-Samusik_seed-42 lda 16 MPP MPP 0.1635194 0.0225864 0.0144459 0.0541797 5
dataset_name-Samusik_seed-42 lda 17 Macrophages Macrophages 0.5712489 0.0186415 0.0081585 0.1022199 5
dataset_name-Samusik_seed-42 lda 18 NK cells NK cells 0.4444544 0.0105701 0.0063185 0.0456860 5
dataset_name-Samusik_seed-42 lda 19 NKT cells NKT cells 0.5955151 0.0037606 0.0076641 0.0149526 5
dataset_name-Samusik_seed-42 lda 2 Basophils Basophils 0.5773741 0.0357548 0.0258922 0.1343984 5
dataset_name-Samusik_seed-42 lda 20 Non-Classical Monocytes Non-Classical Monocytes 0.7791973 0.0095585 0.0235903 0.0356625 5
dataset_name-Samusik_seed-42 lda 21 Plasma Cells Plasma Cells 0.8898904 0.0086816 0.0087625 0.0266791 5
dataset_name-Samusik_seed-42 lda 22 gd T cells gd T cells 0.3553028 0.0244215 0.0286164 0.0808785 5
dataset_name-Samusik_seed-42 lda 23 mDCs mDCs 0.6150530 0.0137314 0.0292350 0.0377799 5
dataset_name-Samusik_seed-42 lda 24 pDCs pDCs 0.8486987 0.0171483 0.0048307 0.0329038 5
dataset_name-Samusik_seed-42 lda 25 ungated ungated 0.6422923 0.0113692 0.0280514 0.0434675 5
dataset_name-Samusik_seed-42 lda 3 CD4 T cells CD4 T cells 0.6497094 0.0017575 0.0064399 0.0232817 5
dataset_name-Samusik_seed-42 lda 4 CD8 T cells CD8 T cells 0.7820065 0.0152996 0.0106564 0.0461570 5
dataset_name-Samusik_seed-42 lda 5 CLP CLP 0.0849230 0.0138568 0.0073771 0.0725839 5
dataset_name-Samusik_seed-42 lda 6 CMP CMP 0.1885516 0.0239876 0.0072270 0.0740174 5
dataset_name-Samusik_seed-42 lda 7 Classical Monocytes Classical Monocytes 0.5291837 0.0925822 0.0209726 0.1338114 5
dataset_name-Samusik_seed-42 lda 8 Eosinophils Eosinophils 0.8316710 0.0050268 0.0072025 0.0097179 5
dataset_name-Samusik_seed-42 lda 9 GMP GMP 0.3804292 0.0608449 0.0380000 0.1533674 5
dataset_name-Samusik_seed-42 random 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0086089 0.0003241 0.0001761 0.0020287 5
dataset_name-Samusik_seed-42 random 10 HSC HSC 0.0000795 0.0000288 0.0000144 0.0205655 5
dataset_name-Samusik_seed-42 random 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0474511 0.0011533 0.0022138 0.0007834 5
dataset_name-Samusik_seed-42 random 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0618441 0.0016865 0.0037401 0.0011046 5
dataset_name-Samusik_seed-42 random 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0311910 0.0016060 0.0014962 0.0016584 5
dataset_name-Samusik_seed-42 random 14 Intermediate Monocytes Intermediate Monocytes 0.0569821 0.0006226 0.0017595 0.0005432 5
dataset_name-Samusik_seed-42 random 15 MEP MEP 0.0112222 0.0003512 0.0002254 0.0004628 5
dataset_name-Samusik_seed-42 random 16 MPP MPP 0.0028711 0.0002157 0.0001112 0.0035651 5
dataset_name-Samusik_seed-42 random 17 Macrophages Macrophages 0.0063274 0.0005910 0.0003236 0.0034808 5
dataset_name-Samusik_seed-42 random 18 NK cells NK cells 0.0068420 0.0006325 0.0003637 0.0019933 5
dataset_name-Samusik_seed-42 random 19 NKT cells NKT cells 0.0159977 0.0009353 0.0006005 0.0021027 5
dataset_name-Samusik_seed-42 random 2 Basophils Basophils 0.0083900 0.0005584 0.0003135 0.0026270 5
dataset_name-Samusik_seed-42 random 20 Non-Classical Monocytes Non-Classical Monocytes 0.0153550 0.0011444 0.0007114 0.0030422 5
dataset_name-Samusik_seed-42 random 21 Plasma Cells Plasma Cells 0.0034050 0.0004904 0.0002626 0.0033816 5
dataset_name-Samusik_seed-42 random 22 gd T cells gd T cells 0.0010024 0.0002034 0.0001028 0.0096831 5
dataset_name-Samusik_seed-42 random 23 mDCs mDCs 0.0026617 0.0005044 0.0002609 0.0075439 5
dataset_name-Samusik_seed-42 random 24 pDCs pDCs 0.0353837 0.0018584 0.0016051 0.0022032 5
dataset_name-Samusik_seed-42 random 25 ungated ungated 0.0719084 0.0002063 0.0032607 0.0000986 5
dataset_name-Samusik_seed-42 random 3 CD4 T cells CD4 T cells 0.0112359 0.0008753 0.0005101 0.0033239 5
dataset_name-Samusik_seed-42 random 4 CD8 T cells CD8 T cells 0.0209630 0.0006751 0.0005232 0.0008304 5
dataset_name-Samusik_seed-42 random 5 CLP CLP 0.0010886 0.0001906 0.0000967 0.0065066 5
dataset_name-Samusik_seed-42 random 6 CMP CMP 0.0046021 0.0006793 0.0003605 0.0059425 5
dataset_name-Samusik_seed-42 random 7 Classical Monocytes Classical Monocytes 0.0605722 0.0004171 0.0022959 0.0003701 5
dataset_name-Samusik_seed-42 random 8 Eosinophils Eosinophils 0.0488994 0.0014093 0.0024130 0.0009809 5
dataset_name-Samusik_seed-42 random 9 GMP GMP 0.0120741 0.0006852 0.0003871 0.0028970 5
dataset_name-Transformed_seed-42 cyanno 1 B-cells IgM+ B-cells IgM+ 0.9357585 0.0082431 0.0097698 0.0131741 5
dataset_name-Transformed_seed-42 cyanno 2 B-cells IgM- B-cells IgM- 0.7586109 0.0897403 0.0410216 0.1556487 5
dataset_name-Transformed_seed-42 cyanno 3 CD4 T-cells CD4 T-cells 0.9551006 0.0098705 0.0131858 0.0172535 5
dataset_name-Transformed_seed-42 cyanno 4 CD8 T-cells CD8 T-cells 0.8921459 0.0117381 0.0283285 0.0090010 5
dataset_name-Transformed_seed-42 cyanno 5 DC DC 0.6915440 0.0799849 0.0276852 0.0971543 5
dataset_name-Transformed_seed-42 cyanno 6 NK cells NK cells 0.9078622 0.0056056 0.0254471 0.0212390 5
dataset_name-Transformed_seed-42 cyanno 7 monocytes monocytes 0.8539591 0.0192925 0.0082397 0.0364728 5
dataset_name-Transformed_seed-42 cyanno 8 ungated ungated 0.8558031 0.0201805 0.0286942 0.0182070 5
dataset_name-Transformed_seed-42 cygate 1 B-cells IgM+ B-cells IgM+ 0.9154646 0.0051437 0.0108350 0.0177135 5
dataset_name-Transformed_seed-42 cygate 2 B-cells IgM- B-cells IgM- 0.7210553 0.0548540 0.0442034 0.1084438 5
dataset_name-Transformed_seed-42 cygate 3 CD4 T-cells CD4 T-cells 0.9182166 0.0177683 0.0412612 0.0571867 5
dataset_name-Transformed_seed-42 cygate 4 CD8 T-cells CD8 T-cells 0.8162155 0.0197866 0.0275425 0.0409345 5
dataset_name-Transformed_seed-42 cygate 5 DC DC 0.7630156 0.0481358 0.0322048 0.0632029 5
dataset_name-Transformed_seed-42 cygate 6 NK cells NK cells 0.8314607 0.0404742 0.0233343 0.0981911 5
dataset_name-Transformed_seed-42 cygate 7 monocytes monocytes 0.7527965 0.0403886 0.0556988 0.0458113 5
dataset_name-Transformed_seed-42 cygate 8 ungated ungated 0.8118701 0.0246327 0.0198847 0.0585073 5
dataset_name-Transformed_seed-42 dgcytof 1 B-cells IgM+ B-cells IgM+ 0.8823644 0.0209010 0.0677732 0.0465771 5
dataset_name-Transformed_seed-42 dgcytof 2 B-cells IgM- B-cells IgM- 0.6564928 0.0929405 0.0620366 0.1732183 5
dataset_name-Transformed_seed-42 dgcytof 3 CD4 T-cells CD4 T-cells 0.9322557 0.0095941 0.0123442 0.0223913 5
dataset_name-Transformed_seed-42 dgcytof 4 CD8 T-cells CD8 T-cells 0.8338119 0.0095561 0.0405344 0.0478324 5
dataset_name-Transformed_seed-42 dgcytof 5 DC DC 0.8307567 0.0179421 0.0324320 0.0492351 5
dataset_name-Transformed_seed-42 dgcytof 6 NK cells NK cells 0.8450057 0.0161593 0.0569636 0.0775599 5
dataset_name-Transformed_seed-42 dgcytof 7 monocytes monocytes 0.8077541 0.0105575 0.0333359 0.0288596 5
dataset_name-Transformed_seed-42 dgcytof 8 ungated ungated 0.7058898 0.0506160 0.0297641 0.0815930 5
dataset_name-Transformed_seed-42 lda 1 B-cells IgM+ B-cells IgM+ 0.8105067 0.0870472 0.0542027 0.1401390 5
dataset_name-Transformed_seed-42 lda 2 B-cells IgM- B-cells IgM- 0.4137059 0.1528216 0.1704031 0.2097239 5
dataset_name-Transformed_seed-42 lda 3 CD4 T-cells CD4 T-cells 0.9058547 0.0326255 0.0037645 0.0576436 5
dataset_name-Transformed_seed-42 lda 4 CD8 T-cells CD8 T-cells 0.7507447 0.0394981 0.0607012 0.1111573 5
dataset_name-Transformed_seed-42 lda 5 DC DC 0.8102200 0.0230297 0.0631132 0.0794491 5
dataset_name-Transformed_seed-42 lda 6 NK cells NK cells 0.6923589 0.1775889 0.0245580 0.3198684 5
dataset_name-Transformed_seed-42 lda 7 monocytes monocytes 0.7997850 0.0584731 0.0329511 0.0957879 5
dataset_name-Transformed_seed-42 lda 8 ungated ungated 0.4295573 0.0829030 0.0837043 0.0997216 5
dataset_name-Transformed_seed-42 random 1 B-cells IgM+ B-cells IgM+ 0.0591013 0.0017706 0.0013818 0.0015069 5
dataset_name-Transformed_seed-42 random 2 B-cells IgM- B-cells IgM- 0.0326046 0.0014030 0.0007966 0.0069339 5
dataset_name-Transformed_seed-42 random 3 CD4 T-cells CD4 T-cells 0.1848766 0.0024621 0.0028454 0.0022657 5
dataset_name-Transformed_seed-42 random 4 CD8 T-cells CD8 T-cells 0.1756470 0.0046983 0.0064253 0.0041201 5
dataset_name-Transformed_seed-42 random 5 DC DC 0.0223403 0.0012553 0.0006763 0.0087425 5
dataset_name-Transformed_seed-42 random 6 NK cells NK cells 0.1341937 0.0018052 0.0025291 0.0018252 5
dataset_name-Transformed_seed-42 random 7 monocytes monocytes 0.1132569 0.0043368 0.0033809 0.0070868 5
dataset_name-Transformed_seed-42 random 8 ungated ungated 0.0384910 0.0017532 0.0011070 0.0038942 5

Per-population Confusion Stats

dataset model crossvalidation run_id population_id population_name population tp fp fn tn tpr fpr fnr tnr
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 99944 16308 10265 2702384 0.9068588 0.0059985 0.0931412 0.9940015
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2 B Cell (Memory) B Cell (Memory) 34016 5519 5185 2784181 0.8677330 0.0019783 0.1322670 0.9980217
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11349 2151 4280 2811121 0.7261501 0.0007646 0.2738499 0.9992354
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 4 Basophil Basophil 1656 407 661 2826177 0.7147173 0.0001440 0.2852827 0.9998560
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 136047 81152 50651 2561051 0.7287009 0.0307138 0.2712991 0.9692862
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 120386 21363 76837 2610315 0.6104055 0.0081176 0.3895945 0.9918824
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3355 4123 4189 2817234 0.4447243 0.0014614 0.5552757 0.9985386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 20754 3857 12947 2791343 0.6158274 0.0013799 0.3841726 0.9986201
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 174894 76913 32224 2544870 0.8444172 0.0293361 0.1555828 0.9706639
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34588 5849 19410 2769054 0.6405422 0.0021078 0.3594578 0.9978922
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 139798 7604 27031 2654468 0.8379718 0.0028564 0.1620282 0.9971436
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 25321 16099 3453 2784028 0.8799958 0.0057494 0.1200042 0.9942506
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13232 2058 27521 2786090 0.3246878 0.0007381 0.6753122 0.9992619
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5147 3772 2290 2817692 0.6920801 0.0013369 0.3079199 0.9986631
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 152466 8295 20601 2647539 0.8809652 0.0031233 0.1190348 0.9968767
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1372 1957 5976 2819596 0.1867175 0.0006936 0.8132825 0.9993064
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 83206 63239 17562 2664894 0.8257185 0.0231803 0.1742815 0.9768197
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 611740 10700 70424 2136037 0.8967638 0.0049843 0.1032362 0.9950157
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 23090 28581 3724 2773506 0.8611173 0.0101999 0.1388827 0.9898001
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 201003 26707 10583 2590608 0.9499825 0.0102040 0.0500175 0.9897960
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 59500 19462 10270 2739669 0.8528021 0.0070537 0.1471979 0.9929463
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30811 2645 272 2795173 0.9912492 0.0009454 0.0087508 0.9990546
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 25 Ungated Ungated 344105 92360 80839 2311597 0.8097655 0.0384200 0.1902345 0.9615800
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 98947 12973 11024 2645225 0.8997554 0.0048804 0.1002446 0.9951196
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2 B Cell (Memory) B Cell (Memory) 37267 16176 1451 2713275 0.9625239 0.0059265 0.0374761 0.9940735
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 9789 2652 5079 2750649 0.6583939 0.0009632 0.3416061 0.9990368
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 4 Basophil Basophil 2084 1292 65 2764728 0.9697534 0.0004671 0.0302466 0.9995329
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 176616 124193 4873 2462487 0.9731499 0.0480125 0.0268501 0.9519875
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 83260 3424 114843 2566642 0.4202864 0.0013323 0.5797136 0.9986677
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3086 5479 4091 2755513 0.4299847 0.0019844 0.5700153 0.9980156
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 16259 5499 16565 2729846 0.4953388 0.0020103 0.5046612 0.9979897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 159333 66831 47127 2494878 0.7717379 0.0260884 0.2282621 0.9739116
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 27617 427 26220 2713905 0.5129743 0.0001573 0.4870257 0.9998427
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 141144 8638 23582 2594805 0.8568411 0.0033179 0.1431589 0.9966821
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 22226 5535 6623 2733785 0.7704253 0.0020206 0.2295747 0.9979794
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 17567 1947 23009 2725646 0.4329407 0.0007138 0.5670593 0.9992862
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 4693 1841 2724 2758911 0.6327356 0.0006668 0.3672644 0.9993332
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 159173 9232 13343 2586421 0.9226564 0.0035567 0.0773436 0.9964433
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 15 0 7448 2760706 0.0020099 0.0000000 0.9979901 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 406 2767763 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 69212 16848 28935 2653174 0.7051871 0.0063101 0.2948129 0.9936899
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 624934 15533 35226 2092476 0.9466402 0.0073686 0.0533598 0.9926314
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0 0 27419 2740750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194634 28353 6555 2538627 0.9674187 0.0110453 0.0325813 0.9889547
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 52825 12806 14071 2688467 0.7896586 0.0047407 0.2103414 0.9952593
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30096 2828 105 2735140 0.9965233 0.0010329 0.0034767 0.9989671
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 25 Ungated Ungated 351115 143770 62028 2211256 0.8498631 0.0610482 0.1501369 0.9389518
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 99811 23763 11247 2696043 0.8987286 0.0087370 0.1012714 0.9912630
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2 B Cell (Memory) B Cell (Memory) 36453 11787 2636 2779988 0.9325641 0.0042220 0.0674359 0.9957780
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13587 4515 1882 2810880 0.8783373 0.0016037 0.1216627 0.9983963
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 138185 65130 60767 2566782 0.6945645 0.0247463 0.3054355 0.9752537
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 4232 10177 3317 2813138 0.5606041 0.0036046 0.4393959 0.9963954
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 27107 15360 6938 2781459 0.7962109 0.0054920 0.2037891 0.9945080
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 205984 181910 2281 2440689 0.9890476 0.0693625 0.0109524 0.9306375
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 30139 10360 24103 2766262 0.5556395 0.0037312 0.4443605 0.9962688
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 154105 105116 10989 2560654 0.9334379 0.0394318 0.0665621 0.9605682
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 14670 8228 14431 2793535 0.5041064 0.0029367 0.4958936 0.9970633
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14288 4800 26225 2785551 0.3526769 0.0017202 0.6473231 0.9982798
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3521 2839 3899 2820605 0.4745283 0.0010055 0.5254717 0.9989945
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 90181 2035 83659 2654989 0.5187586 0.0007659 0.4812414 0.9992341
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 85725 35184 14472 2695483 0.8555645 0.0128848 0.1444355 0.9871152
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 652077 21198 27407 2130182 0.9596650 0.0098532 0.0403350 0.9901468
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 18357 10145 7921 2794441 0.6985691 0.0036173 0.3014309 0.9963827
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 207898 48599 3784 2570583 0.9821241 0.0185550 0.0178759 0.9814450
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 31288 1888 39512 2758176 0.4419209 0.0006840 0.5580791 0.9993160
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30853 2925 176 2796910 0.9943279 0.0010447 0.0056721 0.9989553
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 25 Ungated Ungated 334919 71525 89420 2335000 0.7892723 0.0297213 0.2107277 0.9702787
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 96388 10112 12606 2698281 0.8843423 0.0037336 0.1156577 0.9962664
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2 B Cell (Memory) B Cell (Memory) 34213 3335 4179 2775660 0.8911492 0.0012001 0.1088508 0.9987999
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 10449 2931 4690 2799317 0.6902041 0.0010459 0.3097959 0.9989541
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 184288 105902 12017 2515180 0.9387840 0.0404039 0.0612160 0.9595961
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3711 4280 3811 2805585 0.4933528 0.0015232 0.5066472 0.9984768
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 32320 21075 1595 2762397 0.9529707 0.0075715 0.0470293 0.9924285
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 178509 86353 28045 2524480 0.8642244 0.0330749 0.1357756 0.9669251
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 47870 32911 5885 2730721 0.8905218 0.0119086 0.1094782 0.9880914
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 163340 199332 3667 2451048 0.9780428 0.0752088 0.0219572 0.9247912
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 10564 3777 18382 2784664 0.3649554 0.0013545 0.6350446 0.9986455
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14600 15863 22530 2764394 0.3932130 0.0057056 0.6067870 0.9942944
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2097 853 5199 2809238 0.2874178 0.0003035 0.7125822 0.9996965
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 69714 5486 102083 2640104 0.4057929 0.0020736 0.5942071 0.9979264
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2045 3169 5346 2806827 0.2766879 0.0011278 0.7233121 0.9988722
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 76638 18208 23548 2698993 0.7649572 0.0067010 0.2350428 0.9932990
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661899 28399 16807 2110282 0.9752367 0.0132787 0.0247633 0.9867213
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 13209 5196 13978 2785004 0.4858572 0.0018622 0.5141428 0.9981378
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 197471 28792 14176 2576948 0.9330205 0.0110495 0.0669795 0.9889505
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 39512 2961 31261 2743653 0.5582920 0.0010781 0.4417080 0.9989219
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30648 2678 269 2783792 0.9912993 0.0009611 0.0087007 0.9990389
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 25 Ungated Ungated 291377 74912 131547 2319551 0.6889583 0.0312855 0.3110417 0.9687145
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 98818 13096 11716 2676428 0.8940055 0.0048693 0.1059945 0.9951307
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2 B Cell (Memory) B Cell (Memory) 34644 5784 4341 2755289 0.8886495 0.0020948 0.1113505 0.9979052
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11030 2165 4571 2782292 0.7070060 0.0007775 0.2929940 0.9992225
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 170981 106685 15266 2507126 0.9180336 0.0408159 0.0819664 0.9591841
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 148299 79462 50859 2521438 0.7446299 0.0305517 0.2553701 0.9694483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 460 55 7026 2792517 0.0614480 0.0000197 0.9385520 0.9999803
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 23499 9682 10357 2756520 0.6940867 0.0035001 0.3059133 0.9964999
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 100382 5869 108433 2585374 0.4807222 0.0022649 0.5192778 0.9977351
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34266 4197 19910 2741685 0.6324941 0.0015285 0.3675059 0.9984715
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 146123 14707 18341 2620887 0.8884802 0.0055801 0.1115198 0.9944199
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 22865 10660 6370 2760163 0.7821105 0.0038472 0.2178895 0.9961528
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 20026 8052 18005 2753975 0.5265704 0.0029153 0.4734296 0.9970847
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 4675 3724 2827 2788832 0.6231672 0.0013335 0.3768328 0.9986665
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 149413 4910 23530 2622205 0.8639436 0.0018690 0.1360564 0.9981310
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 4 7480 2792574 0.0000000 0.0000014 1.0000000 0.9999986
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 79250 27186 19490 2674132 0.8026129 0.0100640 0.1973871 0.9899360
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661655 35358 10835 2092210 0.9838882 0.0166190 0.0161118 0.9833810
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 11826 2593 15269 2770370 0.4364643 0.0009351 0.5635357 0.9990649
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200393 34990 8367 2556308 0.9599205 0.0135029 0.0400795 0.9864971
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 37471 2370 32927 2727290 0.5322736 0.0008682 0.4677264 0.9991318
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30543 2559 454 2766502 0.9853534 0.0009241 0.0146466 0.9990759
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 25 Ungated Ungated 347939 91392 62866 2297861 0.8469688 0.0382513 0.1530312 0.9617487
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 102265 64795 5953 2559220 0.9449907 0.0246931 0.0550093 0.9753069
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2 B Cell (Memory) B Cell (Memory) 36754 50151 2307 2643021 0.9409385 0.0186215 0.0590615 0.9813785
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13120 8621 482 2710010 0.9645640 0.0031711 0.0354360 0.9968289
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 4 Basophil Basophil 2207 1511 108 2728407 0.9533477 0.0005535 0.0466523 0.9994465
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 9627 10338 177021 2535247 0.0515784 0.0040611 0.9484216 0.9959389
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 133320 83961 63716 2451236 0.6766276 0.0331181 0.3233724 0.9668819
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 961 18834 6559 2705879 0.1277926 0.0069123 0.8722074 0.9930877
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 11366 17373 22328 2681166 0.3373301 0.0064379 0.6626699 0.9935621
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 202725 204422 4207 2320879 0.9796696 0.0809496 0.0203304 0.9190504
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 13489 6431 40370 2671943 0.2504502 0.0024011 0.7495498 0.9975989
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 126453 8208 37701 2559871 0.7703315 0.0031962 0.2296685 0.9968038
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 24691 19437 3999 2684106 0.8606135 0.0071895 0.1393865 0.9928105
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 37216 77446 3424 2614147 0.9157480 0.0287733 0.0842520 0.9712267
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1908 5476 5521 2719328 0.2568313 0.0020097 0.7431687 0.9979903
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 150375 16050 21595 2544213 0.8744258 0.0062689 0.1255742 0.9937311
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 16 Debris Debris 0 0 3391 2728842 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2730 20559 4614 2704330 0.3717320 0.0075449 0.6282680 0.9924551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 449 2731784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 85104 77821 15651 2553657 0.8446628 0.0295731 0.1553372 0.9704269
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 598986 10298 83023 2039926 0.8782670 0.0050229 0.1217330 0.9949771
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 22494 60526 4262 2644951 0.8407086 0.0223717 0.1592914 0.9776283
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200577 43378 10895 2477383 0.9484802 0.0172083 0.0515198 0.9827917
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 59181 19446 10410 2643196 0.8504117 0.0073033 0.1495883 0.9926967
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30420 3667 663 2697483 0.9786700 0.0013576 0.0213300 0.9986424
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 25 Ungated Ungated 25223 12292 312392 2382326 0.0747094 0.0051332 0.9252906 0.9948668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 105049 176643 4917 2416942 0.9552862 0.0681077 0.0447138 0.9318923
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2 B Cell (Memory) B Cell (Memory) 37508 33477 1203 2631363 0.9689236 0.0125625 0.0310764 0.9874375
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 12561 6054 1631 2683305 0.8850761 0.0022511 0.1149239 0.9977489
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 4 Basophil Basophil 2011 1738 78 2699724 0.9626616 0.0006434 0.0373384 0.9993566
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 83999 58359 95397 2465796 0.4682323 0.0231202 0.5317677 0.9768798
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 85193 14558 109381 2494419 0.4378437 0.0058024 0.5621563 0.9941976
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3833 22661 2506 2674551 0.6046695 0.0084016 0.3953305 0.9915984
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 13538 9215 16956 2663842 0.4439562 0.0034474 0.5560438 0.9965526
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 192224 174314 10788 2326225 0.9468603 0.0697106 0.0531397 0.9302894
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 4464 3278 47713 2648096 0.0855549 0.0012363 0.9144451 0.9987637
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 128347 5473 27895 2541836 0.8214629 0.0021485 0.1785371 0.9978515
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 19835 6834 8856 2668026 0.6913318 0.0025549 0.3086682 0.9974451
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 38108 84276 2005 2579162 0.9500162 0.0316418 0.0499838 0.9683582
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1797 9888 5590 2686276 0.2432652 0.0036674 0.7567348 0.9963326
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 155009 16152 14242 2518148 0.9158528 0.0063734 0.0841472 0.9936266
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 16 Debris Debris 0 0 3434 2700117 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 3883 12107 3567 2683994 0.5212081 0.0044906 0.4787919 0.9955094
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 45 7175 356 2695975 0.1122195 0.0026543 0.8877805 0.9973457
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 84197 42795 13947 2562612 0.8578925 0.0164255 0.1421075 0.9835745
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 621373 21484 38041 2022653 0.9423109 0.0105101 0.0576891 0.9894899
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 18346 28781 9038 2647386 0.6699533 0.0107546 0.3300467 0.9892454
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 193701 31590 7347 2470913 0.9634565 0.0126234 0.0365435 0.9873766
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 51517 12148 15143 2624743 0.7728323 0.0046069 0.2271677 0.9953931
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30094 4105 107 2669245 0.9964571 0.0015355 0.0035429 0.9984645
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 25 Ungated Ungated 14436 19378 362345 2307392 0.0383140 0.0083283 0.9616860 0.9916717
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 107977 192883 3075 2462476 0.9723103 0.0726391 0.0276897 0.9273609
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2 B Cell (Memory) B Cell (Memory) 18713 30272 20305 2697121 0.4795992 0.0110992 0.5204008 0.9889008
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13571 8562 248 2744030 0.9820537 0.0031105 0.0179463 0.9968895
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 4 Basophil Basophil 0 0 2332 2764079 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 183909 2582502 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 126989 75995 61908 2501519 0.6722658 0.0294838 0.3277342 0.9705162
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 4758 29099 2577 2729977 0.6486708 0.0105466 0.3513292 0.9894534
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 23055 15676 10977 2716703 0.6774506 0.0057371 0.3225494 0.9942629
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 197204 165145 3567 2400495 0.9822335 0.0643680 0.0177665 0.9356320
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 21845 8677 29354 2706535 0.4266685 0.0031957 0.5733315 0.9968043
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 135906 38360 25267 2566878 0.8432306 0.0147242 0.1567694 0.9852758
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 15754 9213 12226 2729218 0.5630450 0.0033643 0.4369550 0.9966357
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 27305 39193 13167 2686746 0.6746640 0.0143778 0.3253360 0.9856222
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5105 10149 2303 2748854 0.6891199 0.0036785 0.3108801 0.9963215
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 121871 9158 35659 2599723 0.7736368 0.0035103 0.2263632 0.9964897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 16 Debris Debris 0 0 3325 2763086 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7490 2758921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 454 2765957 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 88999 59960 11195 2606257 0.8882668 0.0224888 0.1117332 0.9775112
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 647841 30665 31630 2056275 0.9534491 0.0146938 0.0465509 0.9853062
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 16428 31060 9820 2709103 0.6258763 0.0113351 0.3741237 0.9886649
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 206216 43171 5313 2511711 0.9748829 0.0168975 0.0251171 0.9831025
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 39832 16329 30562 2679688 0.5658437 0.0060567 0.4341563 0.9939433
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30940 5759 89 2729623 0.9971317 0.0021054 0.0028683 0.9978946
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 25 Ungated Ungated 61556 35220 347794 2321841 0.1503750 0.0149423 0.8496250 0.9850577
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 97260 15597 11365 2592825 0.8953740 0.0059795 0.1046260 0.9940205
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2 B Cell (Memory) B Cell (Memory) 30920 5237 7299 2673591 0.8090217 0.0019550 0.1909783 0.9980450
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 12890 8657 87 2695413 0.9932958 0.0032015 0.0067042 0.9967985
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 4 Basophil Basophil 0 0 177 2716870 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 186864 2530183 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 176450 136712 12222 2391663 0.9352209 0.0540711 0.0647791 0.9459289
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 886 7362 6299 2702500 0.1233125 0.0027167 0.8766875 0.9972833
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 31245 27712 1566 2656524 0.9522721 0.0103240 0.0477279 0.9896760
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 180063 111988 22981 2402015 0.8868176 0.0445457 0.1131824 0.9554543
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2710 3110 49455 2661772 0.0519505 0.0011670 0.9480495 0.9988330
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 152433 115092 13596 2435926 0.9181107 0.0451161 0.0818893 0.9548839
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 13455 6130 15404 2682058 0.4662324 0.0022803 0.5337676 0.9977197
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 28422 67974 8595 2612056 0.7678094 0.0253631 0.2321906 0.9746369
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3311 3685 3951 2706100 0.4559350 0.0013599 0.5440650 0.9986401
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 90177 6447 81405 2539018 0.5255621 0.0025327 0.4744379 0.9974673
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 16 Debris Debris 0 0 3376 2713671 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 4583 13787 2080 2696597 0.6878283 0.0050867 0.3121717 0.9949133
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 237 2716810 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 79878 24488 20256 2592425 0.7977111 0.0093576 0.2022889 0.9906424
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 656964 28794 18138 2013151 0.9731329 0.0141013 0.0268671 0.9858987
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 21348 36556 4934 2654209 0.8122670 0.0135857 0.1877330 0.9864143
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 201259 29772 2800 2483216 0.9862785 0.0118473 0.0137215 0.9881527
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 44704 4395 16640 2651308 0.7287428 0.0016549 0.2712572 0.9983451
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30814 4092 24 2682117 0.9992217 0.0015233 0.0007783 0.9984767
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 25 Ungated Ungated 183387 16301 184137 2333222 0.4989797 0.0069380 0.5010203 0.9930620
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 102747 147082 6927 2404647 0.9368401 0.0576401 0.0631599 0.9423599
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2 B Cell (Memory) B Cell (Memory) 37511 41789 1403 2580700 0.9639461 0.0159349 0.0360539 0.9840651
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 12667 8764 185 2639787 0.9856054 0.0033090 0.0143946 0.9966910
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 4 Basophil Basophil 0 0 1309 2660094 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 156321 92316 28910 2383856 0.8439246 0.0372817 0.1560754 0.9627183
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 94628 38311 103224 2425240 0.4782767 0.0155511 0.5217233 0.9844489
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 1512 11057 5326 2643508 0.2211173 0.0041653 0.7788827 0.9958347
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 28609 23888 3869 2605037 0.8808732 0.0090866 0.1191268 0.9909134
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 144762 83178 60730 2372733 0.7044654 0.0338685 0.2955346 0.9661315
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 15468 9425 37932 2598578 0.2896629 0.0036139 0.7103371 0.9963861
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 121978 5751 35374 2498300 0.7751919 0.0022967 0.2248081 0.9977033
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 7281 7022 21889 2625211 0.2496058 0.0026677 0.7503942 0.9973323
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 23428 19455 14003 2604517 0.6258983 0.0074143 0.3741017 0.9925857
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5010 5061 2366 2648966 0.6792299 0.0019069 0.3207701 0.9980931
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 156562 32726 16258 2455857 0.9059252 0.0131505 0.0940748 0.9868495
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 16 Debris Debris 0 0 3349 2658054 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2378 12059 2759 2644207 0.4629161 0.0045398 0.5370839 0.9954602
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 183 2661220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 81329 39263 17203 2523608 0.8254070 0.0153199 0.1745930 0.9846801
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 650919 25673 15895 1968916 0.9761628 0.0128713 0.0238372 0.9871287
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 14945 24946 10457 2611055 0.5883395 0.0094636 0.4116605 0.9905364
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 150895 27688 42686 2440134 0.7794928 0.0112196 0.2205072 0.9887804
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 32240 3181 29408 2596574 0.5229691 0.0012236 0.4770309 0.9987764
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30676 4419 205 2626103 0.9933616 0.0016799 0.0066384 0.9983201
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 56319 70164 271368 2263552 0.1718683 0.0300654 0.8281317 0.9699346
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 97761 18992 12448 2699700 0.8870510 0.0069857 0.1129490 0.9930143
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2 B Cell (Memory) B Cell (Memory) 28243 5250 10958 2784450 0.7204663 0.0018819 0.2795337 0.9981181
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 2252 541 13377 2812731 0.1440911 0.0001923 0.8559089 0.9998077
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 4 Basophil Basophil 1209 81 1108 2826503 0.5217954 0.0000287 0.4782046 0.9999713
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 136107 90330 50591 2551873 0.7290223 0.0341874 0.2709777 0.9658126
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 129589 38367 67634 2593311 0.6570684 0.0145789 0.3429316 0.9854211
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 1609 2013 5935 2819344 0.2132821 0.0007135 0.7867179 0.9992865
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 19354 4422 14347 2790778 0.5742856 0.0015820 0.4257144 0.9984180
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 159041 55681 48077 2566102 0.7678763 0.0212378 0.2321237 0.9787622
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 31906 11418 22092 2763485 0.5908737 0.0041147 0.4091263 0.9958853
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 119950 14338 46879 2647734 0.7189997 0.0053860 0.2810003 0.9946140
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 24681 47570 4093 2752557 0.8577535 0.0169885 0.1422465 0.9830115
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 8587 2187 32166 2785961 0.2107084 0.0007844 0.7892916 0.9992156
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3448 4633 3989 2816831 0.4636278 0.0016421 0.5363722 0.9983579
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 127118 12198 45949 2643636 0.7345017 0.0045929 0.2654983 0.9954071
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 73 517 7275 2821036 0.0099347 0.0001832 0.9900653 0.9998168
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 78925 45554 21843 2682579 0.7832348 0.0166979 0.2167652 0.9833021
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 635684 16521 46480 2130216 0.9318639 0.0076959 0.0681361 0.9923041
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 10962 21562 15852 2780525 0.4088163 0.0076950 0.5911837 0.9923050
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 203361 44299 8225 2573016 0.9611269 0.0169254 0.0388731 0.9830746
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 53708 16518 16062 2742613 0.7697864 0.0059867 0.2302136 0.9940133
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30903 2929 180 2794889 0.9942091 0.0010469 0.0057909 0.9989531
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 25 Ungated Ungated 333552 134957 91392 2269000 0.7849317 0.0561395 0.2150683 0.9438605
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 98061 18058 11910 2640140 0.8916987 0.0067933 0.1083013 0.9932067
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2 B Cell (Memory) B Cell (Memory) 31251 9688 7467 2719763 0.8071440 0.0035494 0.1928560 0.9964506
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 9982 2607 4886 2750694 0.6713748 0.0009469 0.3286252 0.9990531
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 4 Basophil Basophil 2030 1929 119 2764091 0.9446254 0.0006974 0.0553746 0.9993026
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 151135 102002 30354 2484678 0.8327502 0.0394336 0.1672498 0.9605664
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 71774 5248 126329 2564818 0.3623065 0.0020420 0.6376935 0.9979580
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 2700 4581 4477 2756411 0.3762018 0.0016592 0.6237982 0.9983408
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 16262 6188 16562 2729157 0.4954302 0.0022622 0.5045698 0.9977378
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 168125 92303 38335 2469406 0.8143224 0.0360318 0.1856776 0.9639682
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 36982 12900 16855 2701432 0.6869253 0.0047526 0.3130747 0.9952474
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 137560 17537 27166 2585906 0.8350837 0.0067361 0.1649163 0.9932639
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 20598 14057 8251 2725263 0.7139936 0.0051316 0.2860064 0.9948684
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 16329 4394 24247 2723199 0.4024300 0.0016109 0.5975700 0.9983891
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3686 3042 3731 2757710 0.4969664 0.0011019 0.5030336 0.9988981
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 147950 16125 24566 2579528 0.8576016 0.0062123 0.1423984 0.9937877
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 279 157 7184 2760549 0.0373844 0.0000569 0.9626156 0.9999431
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 5 55 401 2767708 0.0123153 0.0000199 0.9876847 0.9999801
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 67728 17571 30419 2652451 0.6900669 0.0065808 0.3099331 0.9934192
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 635012 23269 25148 2084740 0.9619062 0.0110384 0.0380938 0.9889616
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 29 37 27390 2740713 0.0010577 0.0000135 0.9989423 0.9999865
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194349 32882 6840 2534098 0.9660021 0.0128096 0.0339979 0.9871904
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 49304 13111 17592 2688162 0.7370246 0.0048536 0.2629754 0.9951464
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30030 2629 171 2735339 0.9943379 0.0009602 0.0056621 0.9990398
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 25 Ungated Ungated 337237 139401 75906 2215625 0.8162718 0.0591930 0.1837282 0.9408070
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 102520 38594 8538 2681212 0.9231213 0.0141900 0.0768787 0.9858100
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2 B Cell (Memory) B Cell (Memory) 29807 8448 9282 2783327 0.7625419 0.0030260 0.2374581 0.9969740
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 7422 2525 8047 2812870 0.4797983 0.0008969 0.5202017 0.9991031
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 125817 59127 73135 2572785 0.6323988 0.0224654 0.3676012 0.9775346
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 2477 6564 5072 2816751 0.3281229 0.0023249 0.6718771 0.9976751
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 29598 29713 4447 2767106 0.8693788 0.0106239 0.1306212 0.9893761
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 199105 165716 9160 2456883 0.9560176 0.0631877 0.0439824 0.9368123
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 35221 19940 19021 2756682 0.6493308 0.0071814 0.3506692 0.9928186
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 149031 80737 16063 2585033 0.9027039 0.0302866 0.0972961 0.9697134
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 13914 6409 15187 2795354 0.4781279 0.0022875 0.5218721 0.9977125
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14131 7727 26382 2782624 0.3488016 0.0027692 0.6511984 0.9972308
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3794 6265 3626 2817179 0.5113208 0.0022189 0.4886792 0.9977811
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 120334 6632 53506 2650392 0.6922112 0.0024960 0.3077888 0.9975040
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 77593 33101 22604 2697566 0.7744044 0.0121219 0.2255956 0.9878781
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 655461 31682 24023 2119698 0.9646452 0.0147264 0.0353548 0.9852736
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 14255 10536 12023 2794050 0.5424690 0.0037567 0.4575310 0.9962433
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 204813 48818 6869 2570364 0.9675504 0.0186386 0.0324496 0.9813614
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 33098 4616 37702 2755448 0.4674859 0.0016724 0.5325141 0.9983276
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30819 3567 210 2796268 0.9932321 0.0012740 0.0067679 0.9987260
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 25 Ungated Ungated 313626 97311 110713 2309214 0.7390930 0.0404363 0.2609070 0.9595637
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 95953 14699 13041 2693694 0.8803512 0.0054272 0.1196488 0.9945728
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2 B Cell (Memory) B Cell (Memory) 30654 2344 7738 2776651 0.7984476 0.0008435 0.2015524 0.9991565
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 9896 3695 5243 2798553 0.6536759 0.0013186 0.3463241 0.9986814
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 178049 117533 18256 2503549 0.9070019 0.0448414 0.0929981 0.9551586
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 1690 3158 5832 2806707 0.2246743 0.0011239 0.7753257 0.9988761
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 31002 28758 2913 2754714 0.9141088 0.0103317 0.0858912 0.9896683
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 168333 78364 38221 2532469 0.8149588 0.0300149 0.1850412 0.9699851
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 48497 41029 5258 2722603 0.9021858 0.0148460 0.0978142 0.9851540
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 161065 207903 5942 2442477 0.9644207 0.0784427 0.0355793 0.9215573
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 10286 6608 18660 2781833 0.3553513 0.0023698 0.6446487 0.9976302
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 18386 20210 18744 2760047 0.4951791 0.0072691 0.5048209 0.9927309
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2104 1946 5192 2808145 0.2883772 0.0006925 0.7116228 0.9993075
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 46215 2751 125582 2642839 0.2690094 0.0010398 0.7309906 0.9989602
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1170 2029 6221 2807967 0.1583006 0.0007221 0.8416994 0.9992779
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 66558 14195 33628 2703006 0.6643443 0.0052241 0.3356557 0.9947759
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 666821 44163 11885 2094518 0.9824887 0.0206496 0.0175113 0.9793504
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 12143 15839 15044 2774361 0.4466473 0.0056767 0.5533527 0.9943233
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 174789 19951 36858 2585789 0.8258515 0.0076566 0.1741485 0.9923434
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 39711 8794 31062 2737820 0.5611038 0.0032018 0.4388962 0.9967982
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30509 2814 408 2783656 0.9868034 0.0010099 0.0131966 0.9989901
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 25 Ungated Ungated 279958 106815 142966 2287648 0.6619582 0.0446092 0.3380418 0.9553908
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 104103 41394 6431 2648130 0.9418188 0.0153908 0.0581812 0.9846092
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2 B Cell (Memory) B Cell (Memory) 31678 4034 7307 2757039 0.8125689 0.0014610 0.1874311 0.9985390
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 7851 2093 7750 2782364 0.5032370 0.0007517 0.4967630 0.9992483
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 162186 111829 24061 2501982 0.8708113 0.0427839 0.1291887 0.9572161
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 140119 91420 59039 2509480 0.7035570 0.0351494 0.2964430 0.9648506
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 544 179 6942 2792393 0.0726690 0.0000641 0.9273310 0.9999359
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 23950 15504 9906 2750698 0.7074078 0.0056048 0.2925922 0.9943952
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 84647 6187 124168 2585056 0.4053684 0.0023877 0.5946316 0.9976123
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 32419 12782 21757 2733100 0.5984015 0.0046550 0.4015985 0.9953450
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 149888 30237 14576 2605357 0.9113727 0.0114726 0.0886273 0.9885274
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 22561 13904 6674 2756919 0.7717120 0.0050180 0.2282880 0.9949820
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 22607 12876 15424 2749151 0.5944361 0.0046618 0.4055639 0.9953382
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 6137 11674 1365 2780882 0.8180485 0.0041804 0.1819515 0.9958196
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 144150 6823 28793 2620292 0.8335116 0.0025971 0.1664884 0.9974029
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 92 667 7388 2791911 0.0122995 0.0002388 0.9877005 0.9997612
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 77176 29608 21564 2671710 0.7816083 0.0109606 0.2183917 0.9890394
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 662246 42969 10244 2084599 0.9847671 0.0201963 0.0152329 0.9798037
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 4913 2796 22182 2770167 0.1813250 0.0010083 0.8186750 0.9989917
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200026 38446 8734 2552852 0.9581625 0.0148366 0.0418375 0.9851634
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 38541 4618 31857 2725042 0.5474729 0.0016918 0.4525271 0.9983082
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30200 2554 797 2766507 0.9742878 0.0009223 0.0257122 0.9990777
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 25 Ungated Ungated 297724 73706 113081 2315547 0.7247331 0.0308490 0.2752669 0.9691510
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 61835 68983 40614 2211824 0.6035686 0.0302450 0.3964314 0.9697550
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2 B Cell (Memory) B Cell (Memory) 28992 96570 8336 2249358 0.7766824 0.0411649 0.2233176 0.9588351
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13344 10283 1226 2358403 0.9158545 0.0043412 0.0841455 0.9956588
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 4 Basophil Basophil 1823 4594 236 2376603 0.8853813 0.0019293 0.1146187 0.9980707
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 34094 27420 76645 2245097 0.3078771 0.0120659 0.6921229 0.9879341
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 43189 17290 64860 2257917 0.3997168 0.0075993 0.6002832 0.9924007
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 33 532 3977 2378714 0.0082294 0.0002236 0.9917706 0.9997764
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 15830 23402 5198 2338826 0.7528058 0.0099067 0.2471942 0.9900933
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 125857 96499 16551 2144349 0.8837776 0.0430636 0.1162224 0.9569364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 25832 13810 10975 2332639 0.7018230 0.0058855 0.2981770 0.9941145
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 121474 21043 26564 2214175 0.8205596 0.0094143 0.1794404 0.9905857
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 9376 26449 12258 2335173 0.4333919 0.0111995 0.5666081 0.9888005
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13173 23123 20511 2326449 0.3910759 0.0098414 0.6089241 0.9901586
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3169 50312 2215 2327560 0.5885958 0.0211584 0.4114042 0.9788416
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 97080 13310 52493 2220373 0.6490476 0.0059588 0.3509524 0.9940412
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 16 Debris Debris 0 0 3197 2380059 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 4185 16834 1802 2360435 0.6990145 0.0070812 0.3009855 0.9929188
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 393 2382863 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 25739 23736 64755 2269026 0.2844277 0.0103526 0.7155723 0.9896474
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 606312 41561 48984 1686399 0.9252490 0.0240521 0.0747510 0.9759479
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 19180 59935 5593 2298548 0.7742300 0.0254125 0.2257700 0.9745875
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 186774 43192 16585 2136705 0.9184447 0.0198138 0.0815553 0.9801862
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 56137 29439 6388 2291292 0.8978329 0.0126852 0.1021671 0.9873148
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 26159 2767 4014 2350316 0.8669672 0.0011759 0.1330328 0.9988241
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 100254 52331 269045 1961626 0.2714711 0.0259842 0.7285289 0.9740158
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 79735 107035 24380 2143322 0.7658359 0.0475636 0.2341641 0.9524364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2 B Cell (Memory) B Cell (Memory) 18447 42026 18069 2275930 0.5051758 0.0181306 0.4948242 0.9818694
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 9480 6313 2135 2336544 0.8161860 0.0026946 0.1838140 0.9973054
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 4 Basophil Basophil 1108 6111 994 2346259 0.5271170 0.0025978 0.4728830 0.9974022
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 34769 37483 104761 2177459 0.2491866 0.0169228 0.7508134 0.9830772
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 18396 7491 111031 2217554 0.1421342 0.0033667 0.8578658 0.9966333
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0 1 3481 2350990 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 7704 6937 8559 2331272 0.4737133 0.0029668 0.5262867 0.9970332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 173279 192827 10356 1978010 0.9436055 0.0888261 0.0563945 0.9111739
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 24831 15134 17125 2297382 0.5918343 0.0065444 0.4081657 0.9934556
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 104968 21589 36987 2190928 0.7394456 0.0097577 0.2605544 0.9902423
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 3626 5036 19089 2326721 0.1596302 0.0021597 0.8403698 0.9978403
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 11335 19379 22647 2301111 0.3335589 0.0083513 0.6664411 0.9916487
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2866 64251 2833 2284522 0.5028952 0.0273551 0.4971048 0.9726449
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 120440 21351 39997 2172684 0.7506997 0.0097314 0.2493003 0.9902686
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 16 Debris Debris 0 0 3213 2351259 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1122 14918 5073 2333359 0.1811138 0.0063527 0.8188862 0.9936473
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 156 5981 185 2348150 0.4574780 0.0025406 0.5425220 0.9974594
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31476 43029 47989 2231978 0.3960989 0.0189138 0.6039011 0.9810862
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 533169 33010 72099 1716194 0.8808809 0.0188714 0.1191191 0.9811286
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 6 61 24509 2329896 0.0002447 0.0000262 0.9997553 0.9999738
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 160846 31828 14481 2147317 0.9174058 0.0146057 0.0825942 0.9853943
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 45533 18612 4265 2286062 0.9143540 0.0080758 0.0856460 0.9919242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 27521 4128 2369 2320454 0.9207427 0.0017758 0.0792573 0.9982242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 25 Ungated Ungated 121557 117571 225475 1889869 0.3502761 0.0585676 0.6497239 0.9414324
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 59776 70522 45468 2357258 0.5679754 0.0290479 0.4320246 0.9709521
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2 B Cell (Memory) B Cell (Memory) 25557 79770 11616 2416081 0.6875151 0.0319610 0.3124849 0.9680390
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11384 7890 2580 2511170 0.8152392 0.0031321 0.1847608 0.9968679
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 4 Basophil Basophil 0 0 2221 2530803 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 161559 2371465 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 67066 75733 94829 2295396 0.4142562 0.0319396 0.5857438 0.9680604
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 16 766 6201 2526041 0.0025736 0.0003031 0.9974264 0.9996969
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 21926 59212 6733 2445153 0.7650651 0.0236435 0.2349349 0.9763565
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 145459 164611 31751 2191203 0.8208284 0.0698744 0.1791716 0.9301256
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 19103 9821 25104 2478996 0.4321261 0.0039461 0.5678739 0.9960539
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 132552 83148 23330 2293994 0.8503355 0.0349781 0.1496645 0.9650219
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 7573 15669 16238 2493544 0.3180463 0.0062446 0.6819537 0.9937554
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 11018 11975 19023 2491008 0.3667654 0.0047843 0.6332346 0.9952157
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1033 3540 3711 2524740 0.2177487 0.0014002 0.7822513 0.9985998
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 118150 20304 38328 2356242 0.7550582 0.0085435 0.2449418 0.9914565
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 16 Debris Debris 0 0 3262 2529762 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 6173 2526851 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 382 2532642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 39537 63241 48571 2381675 0.4487334 0.0258663 0.5512666 0.9741337
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 586288 40610 58748 1847378 0.9089229 0.0215097 0.0910771 0.9784903
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 15627 43060 7211 2467126 0.6842543 0.0171541 0.3157457 0.9828459
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 170632 53377 26831 2282184 0.8641214 0.0228540 0.1358786 0.9771460
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 20116 23096 37075 2452737 0.3517337 0.0093286 0.6482663 0.9906714
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30489 6922 420 2495193 0.9864117 0.0027665 0.0135883 0.9972335
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 25 Ungated Ungated 133341 83114 239016 2077553 0.3580999 0.0384668 0.6419001 0.9615332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 67334 42489 28397 2213245 0.7033667 0.0188360 0.2966333 0.9811640
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2 B Cell (Memory) B Cell (Memory) 17543 21414 15778 2296730 0.5264848 0.0092376 0.4735152 0.9907624
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11833 8102 2758 2328772 0.8109794 0.0034670 0.1890206 0.9965330
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 4 Basophil Basophil 0 0 2200 2349265 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 136257 2215208 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 95466 111832 50749 2093418 0.6529152 0.0507117 0.3470848 0.9492883
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 693 5966 4591 2340215 0.1311506 0.0025429 0.8688494 0.9974571
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 18118 46438 7202 2279707 0.7155608 0.0199635 0.2844392 0.9800365
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 80909 79543 57925 2133088 0.5827751 0.0359495 0.4172249 0.9640505
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34951 20474 7789 2288251 0.8177585 0.0088681 0.1822415 0.9911319
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 122745 118698 26527 2083495 0.8222909 0.0538999 0.1777091 0.9461001
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1487 2317 20027 2327634 0.0691178 0.0009944 0.9308822 0.9990056
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14381 52365 13719 2271000 0.5117794 0.0225384 0.4882206 0.9774616
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 81 401 4782 2346201 0.0166564 0.0001709 0.9833436 0.9998291
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 45063 3610 82259 2220533 0.3539294 0.0016231 0.6460706 0.9983769
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 16 Debris Debris 0 0 3151 2348314 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2993 19695 3147 2325630 0.4874593 0.0083976 0.5125407 0.9916024
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 432 2351033 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31409 54864 50678 2214514 0.3826306 0.0241758 0.6173694 0.9758242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 515444 33705 86909 1715407 0.8557175 0.0192698 0.1442825 0.9807302
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 20214 55465 4216 2271570 0.8274253 0.0238351 0.1725747 0.9761649
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 168469 36493 31653 2114850 0.8418315 0.0169629 0.1581685 0.9830371
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 15980 13486 47678 2274321 0.2510289 0.0058947 0.7489711 0.9941053
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 29832 5805 853 2314975 0.9722014 0.0025013 0.0277986 0.9974987
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 25 Ungated Ungated 172348 151010 194495 1833612 0.4698141 0.0760901 0.5301859 0.9239099
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 85568 126042 14469 2070901 0.8553635 0.0573715 0.1446365 0.9426285
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2 B Cell (Memory) B Cell (Memory) 21418 36631 13096 2225835 0.6205598 0.0161907 0.3794402 0.9838093
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13406 9353 1247 2272974 0.9148980 0.0040980 0.0851020 0.9959020
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 4 Basophil Basophil 0 0 2076 2294904 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 32347 34879 90939 2138815 0.2623737 0.0160460 0.7376263 0.9839540
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 28620 21421 88899 2158040 0.2435351 0.0098286 0.7564649 0.9901714
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 291 1299 5102 2290288 0.0539588 0.0005669 0.9460412 0.9994331
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 24981 51929 2530 2217540 0.9080368 0.0228816 0.0919632 0.9771184
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 103077 97055 33501 2063347 0.7547116 0.0449245 0.2452884 0.9550755
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 31050 12786 10691 2242453 0.7438729 0.0056695 0.2561271 0.9943305
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 95921 37701 46379 2116979 0.6740759 0.0174973 0.3259241 0.9825027
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 12948 54792 9642 2219598 0.5731740 0.0240909 0.4268260 0.9759091
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 9873 12140 19686 2255281 0.3340099 0.0053541 0.6659901 0.9946459
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 589 1432 3965 2290994 0.1293368 0.0006247 0.8706632 0.9993753
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 115638 39890 40982 2100470 0.7383348 0.0186371 0.2616652 0.9813629
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 16 Debris Debris 0 0 3196 2293784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2770 14133 2027 2278050 0.5774442 0.0061657 0.4225558 0.9938343
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 294 2296686 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 28950 33644 55021 2179365 0.3447619 0.0152028 0.6552381 0.9847972
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 611338 54574 25933 1605135 0.9593062 0.0328817 0.0406938 0.9671183
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 12350 26619 6975 2251036 0.6390686 0.0116870 0.3609314 0.9883130
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 145158 16756 37818 2097248 0.7933172 0.0079262 0.2066828 0.9920738
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 32365 9071 16458 2239086 0.6629048 0.0040349 0.3370952 0.9959651
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30136 5992 268 2260584 0.9911854 0.0026436 0.0088146 0.9973564
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 25 Ungated Ungated 83207 76840 243785 1893148 0.2544619 0.0390053 0.7455381 0.9609947
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 4777 115994 105432 2602698 0.0433449 0.0426654 0.9566551 0.9573346
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2 B Cell (Memory) B Cell (Memory) 1601 118815 37600 2670885 0.0408408 0.0425906 0.9591592 0.9574094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 707 122444 14922 2690828 0.0452364 0.0435237 0.9547636 0.9564763
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 4 Basophil Basophil 113 122688 2204 2703896 0.0487700 0.0434050 0.9512300 0.9565950
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 8171 117231 178527 2524972 0.0437659 0.0443687 0.9562341 0.9556313
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8574 115915 188649 2515763 0.0434736 0.0440460 0.9565264 0.9559540
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 304 122970 7240 2698387 0.0402969 0.0435854 0.9597031 0.9564146
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1476 123392 32225 2671808 0.0437969 0.0441442 0.9562031 0.9558558
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 8937 112655 198181 2509128 0.0431493 0.0429688 0.9568507 0.9570312
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2247 120239 51751 2654664 0.0416127 0.0433309 0.9583873 0.9566691
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 7303 116299 159526 2545773 0.0437754 0.0436874 0.9562246 0.9563126
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1205 123182 27569 2676945 0.0418781 0.0439916 0.9581219 0.9560084
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1836 117717 38917 2670431 0.0450519 0.0422205 0.9549481 0.9577795
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 325 123453 7112 2698011 0.0437004 0.0437549 0.9562996 0.9562451
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 7520 117601 165547 2538233 0.0434514 0.0442803 0.9565486 0.9557197
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 344 123257 7004 2698296 0.0468155 0.0436841 0.9531845 0.9563159
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4374 116701 96394 2611432 0.0434066 0.0427769 0.9565934 0.9572231
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 29526 93229 652638 2053508 0.0432828 0.0434282 0.9567172 0.9565718
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1191 122639 25623 2679448 0.0444171 0.0437670 0.9555829 0.9562330
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 9020 111691 202566 2505624 0.0426304 0.0426739 0.9573696 0.9573261
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3113 124135 66657 2634996 0.0446180 0.0449906 0.9553820 0.9550094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1318 118567 29765 2679251 0.0424026 0.0423784 0.9575974 0.9576216
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 25 Ungated Ungated 18683 105422 406261 2298535 0.0439658 0.0438535 0.9560342 0.9561465
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 4535 111503 105436 2546695 0.0412381 0.0419468 0.9587619 0.9580532
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2 B Cell (Memory) B Cell (Memory) 1560 110578 37158 2618873 0.0402913 0.0405129 0.9597087 0.9594871
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 542 112415 14326 2640886 0.0364541 0.0408292 0.9635459 0.9591708
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 4 Basophil Basophil 82 115612 2067 2650408 0.0381573 0.0417972 0.9618427 0.9582028
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 7553 109695 173936 2476985 0.0416168 0.0424076 0.9583832 0.9575924
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8363 108088 189740 2461978 0.0422154 0.0420565 0.9577846 0.9579435
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 321 117140 6856 2643852 0.0447262 0.0424268 0.9552738 0.9575732
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1369 114338 31455 2621007 0.0417073 0.0418002 0.9582927 0.9581998
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 8480 105001 197980 2456708 0.0410733 0.0409887 0.9589267 0.9590113
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2319 115448 51518 2598884 0.0430745 0.0425327 0.9569255 0.9574673
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 6862 109775 157864 2493668 0.0416571 0.0421653 0.9583429 0.9578347
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1265 118304 27584 2621016 0.0438490 0.0431874 0.9561510 0.9568126
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1707 113117 38869 2614476 0.0420692 0.0414714 0.9579308 0.9585286
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 315 114837 7102 2645915 0.0424700 0.0415963 0.9575300 0.9584037
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 7156 108956 165360 2486697 0.0414802 0.0419763 0.9585198 0.9580237
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 331 113515 7132 2647191 0.0443521 0.0411181 0.9556479 0.9588819
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 14 115855 392 2651908 0.0344828 0.0418587 0.9655172 0.9581413
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4010 109217 94137 2560805 0.0408571 0.0409049 0.9591429 0.9590951
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 27928 88882 632232 2019127 0.0423049 0.0421640 0.9576951 0.9578360
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1170 115127 26249 2625623 0.0426711 0.0420057 0.9573289 0.9579943
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 8447 106789 192742 2460191 0.0419854 0.0416010 0.9580146 0.9583990
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 2774 110581 64122 2590692 0.0414674 0.0409366 0.9585326 0.9590634
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1280 111059 28921 2626909 0.0423827 0.0405626 0.9576173 0.9594374
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 25 Ungated Ungated 16953 97001 396190 2258025 0.0410342 0.0411889 0.9589658 0.9588111
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 5506 133581 105552 2586225 0.0495777 0.0491142 0.9504223 0.9508858
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2 B Cell (Memory) B Cell (Memory) 1950 140500 37139 2651275 0.0498862 0.0503264 0.9501138 0.9496736
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 810 145259 14659 2670136 0.0523628 0.0515945 0.9476372 0.9484055
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 9805 129164 189147 2502748 0.0492832 0.0490761 0.9507168 0.9509239
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 369 140692 7180 2682623 0.0488806 0.0498322 0.9511194 0.9501678
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1725 139980 32320 2656839 0.0506682 0.0500497 0.9493318 0.9499503
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 10513 132649 197752 2489950 0.0504790 0.0505792 0.9495210 0.9494208
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2724 139955 51518 2636667 0.0502194 0.0504048 0.9497806 0.9495952
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8188 135017 156906 2530753 0.0495960 0.0506484 0.9504040 0.9493516
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1534 140112 27567 2661651 0.0527130 0.0500085 0.9472870 0.9499915
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1925 136642 38588 2653709 0.0475156 0.0489695 0.9524844 0.9510305
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 371 143337 7049 2680107 0.0500000 0.0507667 0.9500000 0.9492333
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 8648 130039 165192 2526985 0.0497469 0.0489416 0.9502531 0.9510584
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4943 134984 95254 2595683 0.0493328 0.0494326 0.9506672 0.9505674
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 34384 109422 645100 2041958 0.0506031 0.0508613 0.9493969 0.9491387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1318 142510 24960 2662076 0.0501560 0.0508132 0.9498440 0.9491868
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 10604 129822 201078 2489360 0.0500940 0.0495659 0.9499060 0.9504341
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3380 134826 67420 2625238 0.0477401 0.0488489 0.9522599 0.9511511
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1644 141037 29385 2658798 0.0529827 0.0503733 0.9470173 0.9496267
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 25 Ungated Ungated 21332 119663 403007 2286862 0.0502711 0.0497244 0.9497289 0.9502756
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 5193 130020 103801 2578373 0.0476448 0.0480063 0.9523552 0.9519937
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2 B Cell (Memory) B Cell (Memory) 1901 133966 36491 2645029 0.0495155 0.0482066 0.9504845 0.9517934
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 748 133634 14391 2668614 0.0494088 0.0476881 0.9505912 0.9523119
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 9469 123475 186836 2497607 0.0482362 0.0471084 0.9517638 0.9528916
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 384 131303 7138 2678562 0.0510503 0.0467293 0.9489497 0.9532707
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1624 129501 32291 2653971 0.0478844 0.0465250 0.9521156 0.9534750
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 9821 125656 196733 2485177 0.0475469 0.0481287 0.9524531 0.9518713
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2487 131167 51268 2632465 0.0462655 0.0474618 0.9537345 0.9525382
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8125 128467 158882 2521913 0.0486507 0.0484712 0.9513493 0.9515288
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1336 131047 27610 2657394 0.0461549 0.0469965 0.9538451 0.9530035
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1837 133071 35293 2647186 0.0494748 0.0478628 0.9505252 0.9521372
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 381 135860 6915 2674231 0.0522204 0.0483472 0.9477796 0.9516528
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 8171 126152 163626 2519438 0.0475619 0.0476839 0.9524381 0.9523161
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 308 130430 7083 2679566 0.0416723 0.0464164 0.9583277 0.9535836
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4681 127022 95505 2590179 0.0467231 0.0467474 0.9532769 0.9532526
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 32282 101443 646424 2037238 0.0475640 0.0474325 0.9524360 0.9525675
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1298 133439 25889 2656761 0.0477434 0.0478242 0.9522566 0.9521758
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 10292 126088 201355 2479652 0.0486281 0.0483886 0.9513719 0.9516114
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3373 131794 67400 2614820 0.0476594 0.0479842 0.9523406 0.9520158
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1569 137004 29348 2649466 0.0507488 0.0491676 0.9492512 0.9508324
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 25 Ungated Ungated 19622 111946 403302 2282517 0.0463960 0.0467520 0.9536040 0.9532480
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 5011 122936 105523 2566588 0.0453345 0.0457092 0.9546655 0.9542908
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2 B Cell (Memory) B Cell (Memory) 1795 125702 37190 2635371 0.0460434 0.0455265 0.9539566 0.9544735
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 684 123505 14917 2660952 0.0438433 0.0443551 0.9561567 0.9556449
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 8202 117173 178045 2496638 0.0440383 0.0448284 0.9559617 0.9551716
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8854 117034 190304 2483866 0.0444572 0.0449975 0.9555428 0.9550025
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 312 123590 7174 2668982 0.0416778 0.0442567 0.9583222 0.9557433
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1616 127764 32240 2638438 0.0477316 0.0461875 0.9522684 0.9538125
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 9468 117936 199347 2473307 0.0453416 0.0455133 0.9546584 0.9544867
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2460 125699 51716 2620183 0.0454076 0.0457773 0.9545924 0.9542227
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 7593 121706 156871 2513888 0.0461682 0.0461778 0.9538318 0.9538222
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1291 125536 27944 2645287 0.0441594 0.0453064 0.9558406 0.9546936
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1762 127078 36269 2634949 0.0463306 0.0460090 0.9536694 0.9539910
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 353 127507 7149 2665049 0.0470541 0.0456596 0.9529459 0.9543404
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 8090 120265 164853 2506850 0.0467784 0.0457784 0.9532216 0.9542216
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 341 127620 7139 2664958 0.0455882 0.0456997 0.9544118 0.9543003
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4307 120579 94433 2580739 0.0436196 0.0446371 0.9563804 0.9553629
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 30566 96387 641924 2031181 0.0454520 0.0453038 0.9545480 0.9546962
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1217 123519 25878 2649444 0.0449160 0.0445440 0.9550840 0.9554560
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 9746 119819 199014 2471479 0.0466852 0.0462390 0.9533148 0.9537610
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3228 125385 67170 2604275 0.0458536 0.0459343 0.9541464 0.9540657
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1471 130133 29526 2638928 0.0474562 0.0469954 0.9525438 0.9530046
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 25 Ungated Ungated 18146 106672 392659 2282581 0.0441718 0.0446466 0.9558282 0.9553534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200849 1717 414 1333977 0.9979430 0.0012855 0.0020570 0.9987145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 2 CD19 CD19 174814 403 169 1361571 0.9990342 0.0002959 0.0009658 0.9997041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 78857 7347 5840 1444913 0.9310483 0.0050590 0.0689517 0.9949410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 685073 2491 1327 848066 0.9980667 0.0029287 0.0019333 0.9970713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 192823 4509 6533 1333092 0.9672295 0.0033710 0.0327705 0.9966290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 186814 1260 3444 1345439 0.9818983 0.0009356 0.0181017 0.9990644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 166577 1680 234 1188153 0.9985972 0.0014120 0.0014028 0.9985880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 2 CD19 CD19 128596 306 266 1227476 0.9979358 0.0002492 0.0020642 0.9997508
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 67474 2521 4370 1282279 0.9391738 0.0019622 0.0608262 0.9980378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 604463 1956 961 749264 0.9984127 0.0026038 0.0015873 0.9973962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 199435 3396 2117 1151696 0.9894965 0.0029400 0.0105035 0.9970600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 179069 1171 3082 1173322 0.9830800 0.0009970 0.0169200 0.9990030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 153814 672 480 1253500 0.9968891 0.0005358 0.0031109 0.9994642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 2 CD19 CD19 159126 379 313 1248648 0.9980369 0.0003034 0.0019631 0.9996966
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 66596 2572 7008 1332290 0.9047878 0.0019268 0.0952122 0.9980732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 659628 2410 1613 744815 0.9975606 0.0032253 0.0024394 0.9967747
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 180958 5442 1697 1220369 0.9907093 0.0044395 0.0092907 0.9955605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 175254 1615 1979 1229618 0.9888339 0.0013117 0.0111661 0.9986883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176626 1223 407 1243655 0.9977010 0.0009824 0.0022990 0.9990176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 2 CD19 CD19 172793 349 320 1248449 0.9981515 0.0002795 0.0018485 0.9997205
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 60713 2327 4703 1354168 0.9281063 0.0017155 0.0718937 0.9982845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 668533 1765 1430 750183 0.9978656 0.0023472 0.0021344 0.9976528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 179557 3949 1292 1237113 0.9928559 0.0031820 0.0071441 0.9968180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 152824 1252 2713 1265122 0.9825572 0.0009886 0.0174428 0.9990114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 203722 1028 926 1199095 0.9954752 0.0008566 0.0045248 0.9991434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 2 CD19 CD19 161878 365 211 1242317 0.9986982 0.0002937 0.0013018 0.9997063
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 63359 1671 3494 1336247 0.9477361 0.0012490 0.0522639 0.9987510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 593802 1593 937 808439 0.9984245 0.0019666 0.0015755 0.9980334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 183211 3037 1170 1217353 0.9936544 0.0024885 0.0063456 0.9975115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 189437 1668 2624 1211042 0.9863377 0.0013754 0.0136623 0.9986246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7665 1681 1306083 0.9916477 0.0058345 0.0083523 0.9941655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 2 CD19 CD19 174892 3320 90 1336709 0.9994857 0.0024776 0.0005143 0.9975224
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 54436 35718 21784 1403073 0.7141957 0.0248250 0.2858043 0.9751750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 664528 23122 9811 817550 0.9854509 0.0275042 0.0145491 0.9724958
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 171161 10811 27365 1305674 0.8621591 0.0082120 0.1378409 0.9917880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 6 Ungated Ungated 168639 1137 21042 1324193 0.8890664 0.0008579 0.1109336 0.9991421
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 164628 18436 2015 1065329 0.9879083 0.0170111 0.0120917 0.9829889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 128397 2573 349 1119089 0.9972892 0.0022939 0.0027108 0.9977061
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 15575 30900 34123 1169810 0.3133929 0.0257348 0.6866071 0.9742652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 574209 30896 1076 644227 0.9981296 0.0457635 0.0018704 0.9542365
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 154235 12835 30910 1052428 0.8330498 0.0120487 0.1669502 0.9879513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 6 Ungated Ungated 117724 0 27167 1105517 0.8125004 0.0000000 0.1874996 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 148955 25474 3405 1130259 0.9776516 0.0220414 0.0223484 0.9779586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 2 CD19 CD19 159278 5580 49 1143186 0.9996925 0.0048574 0.0003075 0.9951426
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 35716 85394 19894 1167089 0.6422586 0.0681798 0.3577414 0.9318202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 632867 31659 1798 641769 0.9971670 0.0470117 0.0028330 0.9529883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 85896 316 84704 1137177 0.5034936 0.0002778 0.4965064 0.9997222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 6 Ungated Ungated 96958 0 38573 1172562 0.7153935 0.0000000 0.2846065 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174277 23242 2651 1191970 0.9850165 0.0191259 0.0149835 0.9808741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 2 CD19 CD19 172981 17182 124 1201853 0.9992837 0.0140948 0.0007163 0.9859052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 51660 19460 11337 1309683 0.8200390 0.0146410 0.1799610 0.9853590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 657296 7303 10635 716906 0.9840777 0.0100841 0.0159223 0.9899159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 173380 8381 7191 1203188 0.9601763 0.0069175 0.0398237 0.9930825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 6 Ungated Ungated 85876 1102 44732 1260430 0.6575095 0.0008735 0.3424905 0.9991265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 202449 15718 2185 1167889 0.9893224 0.0132797 0.0106776 0.9867203
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 2 CD19 CD19 162007 3950 76 1222208 0.9995311 0.0032214 0.0004689 0.9967786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 48303 15514 11666 1312758 0.8054662 0.0116798 0.1945338 0.9883202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 572503 16187 13009 786542 0.9777818 0.0201650 0.0222182 0.9798350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 180303 11446 4070 1192422 0.9779252 0.0095077 0.0220748 0.9904923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 6 Ungated Ungated 158874 987 32796 1195584 0.8288934 0.0008249 0.1711066 0.9991751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 200641 6078 622 1329616 0.9969095 0.0045504 0.0030905 0.9954496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 174652 5503 331 1356471 0.9981084 0.0040405 0.0018916 0.9959595
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 47280 9092 37417 1443168 0.5582252 0.0062606 0.4417748 0.9937394
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 682075 16003 4325 834554 0.9936990 0.0188147 0.0063010 0.9811853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 191575 23822 7781 1313779 0.9609693 0.0178095 0.0390307 0.9821905
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 175698 4538 14560 1342161 0.9234723 0.0033697 0.0765277 0.9966303
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 165242 2028 1569 1187805 0.9905941 0.0017044 0.0094059 0.9982956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 126789 992 2073 1226790 0.9839130 0.0008080 0.0160870 0.9991920
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 12096 8039 59748 1276761 0.1683648 0.0062570 0.8316352 0.9937430
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 603598 24988 1826 726232 0.9969839 0.0332632 0.0030161 0.9667368
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 194049 36941 7503 1118151 0.9627739 0.0319810 0.0372261 0.9680190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 176866 5016 5285 1169477 0.9709856 0.0042708 0.0290144 0.9957292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 149292 7775 5002 1246397 0.9675814 0.0061993 0.0324186 0.9938007
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 157193 2788 2246 1246239 0.9859131 0.0022321 0.0140869 0.9977679
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 60900 15387 12704 1319475 0.8274007 0.0115270 0.1725993 0.9884730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 654995 10138 6246 737087 0.9905541 0.0135675 0.0094459 0.9864325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 179850 9851 2805 1215960 0.9846432 0.0080363 0.0153568 0.9919637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 155279 5018 21954 1226215 0.8761292 0.0040756 0.1238708 0.9959244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 162785 432 14248 1244446 0.9195178 0.0003470 0.0804822 0.9996530
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 167883 1251 5230 1247547 0.9697885 0.0010018 0.0302115 0.9989982
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 14309 8787 51107 1347708 0.2187385 0.0064777 0.7812615 0.9935223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 659063 14952 10900 736996 0.9837304 0.0198844 0.0162696 0.9801156
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 177119 42366 3730 1198696 0.9793751 0.0341369 0.0206249 0.9658631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 148751 24213 6786 1242161 0.9563705 0.0191199 0.0436295 0.9808801
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 201235 3215 3413 1196908 0.9833226 0.0026789 0.0166774 0.9973211
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 157819 1990 4270 1240692 0.9736564 0.0016014 0.0263436 0.9983986
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 14247 9823 52606 1328095 0.2131094 0.0073420 0.7868906 0.9926580
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 585559 10060 9180 799972 0.9845647 0.0124193 0.0154353 0.9875807
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 179634 43464 4747 1176926 0.9742544 0.0356148 0.0257456 0.9643852
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 186161 11564 5900 1201146 0.9692806 0.0095357 0.0307194 0.9904643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178602 2950 17289 1275889 0.9117417 0.0023068 0.0882583 0.9976932
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 2 CD19 CD19 169325 4119 3701 1297585 0.9786102 0.0031643 0.0213898 0.9968357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 19172 20631 45801 1389126 0.2950764 0.0146344 0.7049236 0.9853656
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 657943 15646 14564 786577 0.9783437 0.0195033 0.0216563 0.9804967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 167295 34146 15248 1258041 0.9164690 0.0264250 0.0835310 0.9735750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 173899 31002 11891 1257938 0.9359976 0.0240523 0.0640024 0.9759477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 135566 1982 28291 1111615 0.8273434 0.0017798 0.1726566 0.9982202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 2 CD19 CD19 115974 1691 9024 1150765 0.9278068 0.0014673 0.0721932 0.9985327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 13115 23011 42776 1198552 0.2346532 0.0188373 0.7653468 0.9811627
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 4 CD4 CD4 595828 39900 4994 636732 0.9916881 0.0589685 0.0083119 0.9410315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 116549 12365 36593 1111947 0.7610518 0.0109978 0.2389482 0.9890022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 168368 53105 10376 1045605 0.9419505 0.0483340 0.0580495 0.9516660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 105551 759 43044 1187631 0.7103267 0.0006387 0.2896733 0.9993613
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 137982 2443 15966 1180594 0.8962897 0.0020650 0.1037103 0.9979350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 13150 12176 40907 1270752 0.2432617 0.0094908 0.7567383 0.9905092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 4 CD4 CD4 650321 119789 5283 561592 0.9919418 0.1758033 0.0080582 0.8241967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 126155 20307 28833 1161690 0.8139662 0.0171802 0.1860338 0.9828198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 123868 24484 45925 1142708 0.7295236 0.0209768 0.2704764 0.9790232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129356 2121 43039 1191769 0.7503466 0.0017765 0.2496534 0.9982235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 159172 4464 11547 1191102 0.9323625 0.0037338 0.0676375 0.9962662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 17004 17851 35598 1295832 0.3232577 0.0135885 0.6767423 0.9864115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 4 CD4 CD4 653178 115751 10409 586947 0.9843140 0.1647237 0.0156860 0.8352763
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 121788 19183 36126 1189188 0.7712299 0.0158751 0.2287701 0.9841249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 104553 21864 44515 1195353 0.7013779 0.0179623 0.2986221 0.9820377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 177063 2540 24425 1102953 0.8787769 0.0022976 0.1212231 0.9977024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 151592 3615 7200 1144574 0.9546577 0.0031484 0.0453423 0.9968516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 11428 12565 29892 1253096 0.2765731 0.0099276 0.7234269 0.9900724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 4 CD4 CD4 574512 18374 8367 705728 0.9856454 0.0253749 0.0143546 0.9746251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 125876 18790 12661 1149654 0.9086093 0.0160812 0.0913907 0.9839188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 173136 37490 10829 1085526 0.9411355 0.0333833 0.0588645 0.9666167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 29123 227784 145860 1134190 0.1664333 0.1672455 0.8335667 0.8327545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 13955 240986 70742 1211274 0.1647638 0.1659386 0.8352362 0.8340614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5 CD8 CD8 33344 223750 166012 1113851 0.1672586 0.1672771 0.8327414 0.8327229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 33377 193426 168175 961666 0.1655999 0.1674551 0.8344001 0.8325449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 30323 196486 151828 978007 0.1664718 0.1672943 0.8335282 0.8327057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 3 CD3+ CD3+ 10647 224398 54769 1132097 0.1627583 0.1654249 0.8372417 0.8345751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 111009 124968 558954 626980 0.1656942 0.1661923 0.8343058 0.8338077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 26025 211522 129512 1054852 0.1673235 0.1670296 0.8326765 0.8329704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 33852 198327 170796 1001796 0.1654157 0.1652556 0.8345843 0.8347444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 26914 206254 135175 1036428 0.1660446 0.1659749 0.8339554 0.8340251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 11163 223695 55690 1114223 0.1669783 0.1671963 0.8330217 0.8328037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 99091 135520 495648 674512 0.1666126 0.1673020 0.8333874 0.8326980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5 CD8 CD8 30916 204177 153465 1016213 0.1676745 0.1673047 0.8323255 0.8326953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 31930 202932 160131 1009778 0.1662493 0.1673376 0.8337507 0.8326624
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 913573 2997 1825 2886455 0.9980063 0.0010372 0.0019937 0.9989628
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 2 CD19 CD19 409232 752 1056 3393810 0.9974262 0.0002215 0.0025738 0.9997785
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 142903 15424 5209 3641314 0.9648307 0.0042180 0.0351693 0.9957820
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 4 CD4 CD4 1495284 7504 1763 2300299 0.9988223 0.0032516 0.0011777 0.9967484
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 330905 2954 14111 3456880 0.9591004 0.0008538 0.0408996 0.9991462
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 479364 3958 9625 3311903 0.9803165 0.0011937 0.0196835 0.9988063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 849363 4925 948 3101201 0.9988851 0.0015856 0.0011149 0.9984144
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 2 CD19 CD19 409507 863 660 3545407 0.9983909 0.0002434 0.0016091 0.9997566
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 159163 16555 25624 3755095 0.8613322 0.0043893 0.1386678 0.9956107
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 1669674 11260 11151 2264352 0.9933658 0.0049481 0.0066342 0.9950519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 357555 19287 6869 3572726 0.9811511 0.0053694 0.0188489 0.9946306
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 455080 3205 10843 3487309 0.9767279 0.0009182 0.0232721 0.9990818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 899771 2565 1652 2967173 0.9981673 0.0008637 0.0018327 0.9991363
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 2 CD19 CD19 405133 1078 1198 3463752 0.9970517 0.0003111 0.0029483 0.9996889
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 149483 4166 27927 3689585 0.8425850 0.0011279 0.1574150 0.9988721
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 1564958 5855 4827 2295521 0.9969251 0.0025441 0.0030749 0.9974559
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 333301 25322 1814 3510724 0.9945869 0.0071611 0.0054131 0.9928389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 473657 5872 7440 3384192 0.9845353 0.0017321 0.0154647 0.9982679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 889887 4126 1396 3011942 0.9984337 0.0013680 0.0015663 0.9986320
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 2 CD19 CD19 389425 1084 444 3516398 0.9988612 0.0003082 0.0011388 0.9996918
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 156282 5825 13433 3731811 0.9208497 0.0015585 0.0791503 0.9984415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 1626731 7116 2451 2271053 0.9984956 0.0031236 0.0015044 0.9968764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 338958 10409 4796 3553188 0.9860482 0.0029209 0.0139518 0.9970791
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 473704 3804 9844 3419999 0.9796421 0.0011110 0.0203579 0.9988890
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 881293 2945 1738 3092822 0.9980318 0.0009513 0.0019682 0.9990487
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 2 CD19 CD19 418736 1590 558 3557914 0.9986692 0.0004467 0.0013308 0.9995533
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 167430 8244 15155 3787969 0.9169976 0.0021716 0.0830024 0.9978284
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 1653997 6063 4219 2314519 0.9974557 0.0026127 0.0025443 0.9973873
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 347273 11834 6480 3613211 0.9816821 0.0032645 0.0183179 0.9967355
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 474094 5299 7825 3491580 0.9837628 0.0015154 0.0162372 0.9984846
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 882758 31537 18302 2835766 0.9796884 0.0109988 0.0203116 0.9890012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 2 CD19 CD19 408901 9111 1353 3348998 0.9967020 0.0027131 0.0032980 0.9972869
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 120009 46165 20291 3581898 0.8553742 0.0127244 0.1446258 0.9872756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 1458812 38748 27044 2243759 0.9817990 0.0169761 0.0182010 0.9830239
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 324968 25817 19184 3398394 0.9442572 0.0075395 0.0557428 0.9924605
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 6 Ungated Ungated 418742 2795 67999 3278827 0.8602974 0.0008517 0.1397026 0.9991483
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 847018 43948 2035 2896322 0.9976032 0.0149469 0.0023968 0.9850531
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 407951 19855 996 3360521 0.9975645 0.0058736 0.0024355 0.9941264
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 29076 59189 124836 3576222 0.1889131 0.0162812 0.8110869 0.9837188
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 1580587 63674 44054 2101008 0.9728839 0.0294149 0.0271161 0.9705851
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 329437 88804 24100 3346982 0.9318317 0.0258468 0.0681683 0.9741532
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 6 Ungated Ungated 319784 0 79449 3390090 0.8009959 0.0000000 0.1990041 1.0000000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 890475 64988 7477 2623372 0.9916733 0.0241738 0.0083267 0.9758262
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 400468 7569 2895 3175380 0.9928228 0.0023780 0.0071772 0.9976220
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 18952 30795 132445 3404120 0.1251808 0.0089653 0.8748192 0.9910347
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 1443311 44619 29584 2068798 0.9799144 0.0211123 0.0200856 0.9788877
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 319465 105150 6456 3155241 0.9801915 0.0322507 0.0198085 0.9677493
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 6 Ungated Ungated 259592 928 75192 3250600 0.7754015 0.0002854 0.2245985 0.9997146
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 885496 53420 5095 2730380 0.9942791 0.0191896 0.0057209 0.9808104
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 384680 7748 1947 3280016 0.9949641 0.0023566 0.0050359 0.9976434
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 62046 16770 68153 3527422 0.4765474 0.0047317 0.5234526 0.9952683
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 1590394 32359 9893 2041745 0.9938180 0.0156014 0.0061820 0.9843986
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 319566 69353 9788 3275684 0.9702812 0.0207331 0.0297188 0.9792669
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 6 Ungated Ungated 252287 272 85046 3336786 0.7478871 0.0000815 0.2521129 0.9999185
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 877684 52149 2328 2761879 0.9973546 0.0185318 0.0026454 0.9814682
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 416543 21383 2000 3254114 0.9952215 0.0065282 0.0047785 0.9934718
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 31329 94298 105664 3462749 0.2286905 0.0265102 0.7713095 0.9734898
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 1467363 25510 100122 2101045 0.9361257 0.0119959 0.0638743 0.9880041
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 340704 106866 2170 3244300 0.9936711 0.0318892 0.0063289 0.9681108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 6 Ungated Ungated 259773 438 88360 3345469 0.7461890 0.0001309 0.2538110 0.9998691
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 906614 42712 8784 2846740 0.9904042 0.0147820 0.0095958 0.9852180
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 391351 3989 18937 3390573 0.9538446 0.0011751 0.0461554 0.9988249
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 100093 28507 48019 3628231 0.6757926 0.0077957 0.3242074 0.9922043
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 1491580 61071 5467 2246732 0.9963481 0.0264628 0.0036519 0.9735372
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 324409 16148 20607 3443686 0.9402723 0.0046673 0.0597277 0.9953327
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 408849 29527 80140 3286334 0.8361108 0.0089048 0.1638892 0.9910952
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 836898 3710 13413 3102416 0.9842258 0.0011944 0.0157742 0.9988056
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 402860 6946 7307 3539324 0.9821853 0.0019587 0.0178147 0.9980413
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 13002 11692 171785 3759958 0.0703621 0.0031000 0.9296379 0.9969000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 1672214 187568 8611 2088044 0.9948769 0.0824253 0.0051231 0.9175747
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 257313 78776 107111 3513237 0.7060814 0.0219309 0.2939186 0.9780691
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 443878 41580 22045 3448934 0.9526853 0.0119123 0.0473147 0.9880877
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 880524 7015 20899 2962723 0.9768155 0.0023622 0.0231845 0.9976378
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 378776 10624 27555 3454206 0.9321858 0.0030662 0.0678142 0.9969338
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 111284 31885 66126 3661866 0.6272702 0.0086321 0.3727298 0.9913679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 1557169 66985 12616 2234391 0.9919632 0.0291065 0.0080368 0.9708935
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 308545 41871 26570 3494175 0.9207138 0.0118412 0.0792862 0.9881588
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 446617 29866 34480 3360198 0.9283305 0.0088099 0.0716695 0.9911901
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 871195 9313 20088 3006755 0.9774617 0.0030878 0.0225383 0.9969122
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 381898 20212 7971 3497270 0.9795547 0.0057462 0.0204453 0.9942538
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 126108 23636 43607 3714000 0.7430575 0.0063238 0.2569425 0.9936762
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 1601054 31769 28128 2246400 0.9827349 0.0139450 0.0172651 0.9860550
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 327992 20633 15762 3542964 0.9541474 0.0057899 0.0458526 0.9942101
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 449686 43855 33862 3379948 0.9299718 0.0128089 0.0700282 0.9871911
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 878490 25276 4541 3070491 0.9948575 0.0081647 0.0051425 0.9918353
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 402683 8937 16611 3550567 0.9603834 0.0025107 0.0396166 0.9974893
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 4108 2236 178477 3793977 0.0224991 0.0005890 0.9775009 0.9994110
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 1642063 59472 16153 2261110 0.9902588 0.0256281 0.0097412 0.9743719
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 342858 129989 10895 3495056 0.9692017 0.0358586 0.0307983 0.9641414
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 448138 34548 33781 3462331 0.9299032 0.0098797 0.0700968 0.9901203
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 774381 12828 113631 2714423 0.8720389 0.0047036 0.1279611 0.9952964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 2 CD19 CD19 349083 8636 39806 3217738 0.8976417 0.0026767 0.1023583 0.9973233
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 43319 82250 75573 3414121 0.3643559 0.0235244 0.6356441 0.9764756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 4 CD4 CD4 1479261 88451 9574 2037977 0.9935695 0.0415960 0.0064305 0.9584040
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 170991 29907 92843 3321522 0.6481007 0.0089237 0.3518993 0.9910763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 416839 159317 49962 2989145 0.8929694 0.0506015 0.1070306 0.9493985
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 777930 34123 32763 2983712 0.9595864 0.0113071 0.0404136 0.9886929
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 2 CD19 CD19 399379 10184 6121 3412844 0.9849051 0.0029751 0.0150949 0.9970249
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 24021 45782 146520 3612205 0.1408518 0.0125156 0.8591482 0.9874844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 1616569 59347 40617 2111995 0.9754904 0.0273319 0.0245096 0.9726681
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 319189 112872 32887 3363580 0.9065912 0.0324676 0.0934088 0.9675324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 369915 59217 62617 3336779 0.8552315 0.0174373 0.1447685 0.9825627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 830054 42573 30970 2725931 0.9640312 0.0153776 0.0359688 0.9846224
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 2 CD19 CD19 362098 9155 28815 3229460 0.9262879 0.0028268 0.0737121 0.9971732
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 32289 39654 96322 3461263 0.2510594 0.0113267 0.7489406 0.9886733
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 4 CD4 CD4 1528212 91830 22668 1986818 0.9853838 0.0441778 0.0146162 0.9558222
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 206434 54927 49557 3318610 0.8064112 0.0162817 0.1935888 0.9837183
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 354967 77335 87142 3110084 0.8028948 0.0242626 0.1971052 0.9757374
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 764875 21659 95021 2836675 0.8894971 0.0075775 0.1105029 0.9924225
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 2 CD19 CD19 373818 13861 10174 3320377 0.9735047 0.0041572 0.0264953 0.9958428
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 22971 15861 100122 3579276 0.1866150 0.0044118 0.8133850 0.9955882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 4 CD4 CD4 1601054 83935 15260 2017981 0.9905588 0.0399326 0.0094412 0.9600674
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 242658 55149 33826 3386597 0.8776566 0.0160236 0.1223434 0.9839764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 397323 125066 61128 3134713 0.8666640 0.0383664 0.1333360 0.9616336
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 679837 13478 141276 2958164 0.8279457 0.0045355 0.1720543 0.9954645
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 2 CD19 CD19 332286 9947 69830 3380692 0.8263436 0.0029337 0.1736564 0.9970663
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 31685 39490 120804 3600776 0.2077855 0.0108481 0.7922145 0.9891519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 4 CD4 CD4 1621209 137065 22286 2012195 0.9864399 0.0637731 0.0135601 0.9362269
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 285783 170052 36295 3300625 0.8873099 0.0489968 0.1126901 0.9510032
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 343084 128839 108380 3212452 0.7599366 0.0385596 0.2400634 0.9614404
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 152533 484901 762865 2404551 0.1666303 0.1678176 0.8333697 0.8321824
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 68280 568065 342008 2826497 0.1664197 0.1673456 0.8335803 0.8326544
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3 CD3+ CD3+ 24840 609950 123272 3046788 0.1677109 0.1668017 0.8322891 0.8331983
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 4 CD4 CD4 247252 381778 1249795 1926025 0.1651598 0.1654292 0.8348402 0.8345708
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 57281 575774 287735 2884060 0.1660242 0.1664167 0.8339758 0.8335833
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 81173 553023 407816 2762838 0.1660017 0.1667811 0.8339983 0.8332189
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 141798 517864 708513 2588262 0.1667602 0.1667234 0.8332398 0.8332766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 2 CD19 CD19 68884 593729 341283 2952541 0.1679414 0.1674235 0.8320586 0.8325765
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 30832 630751 153955 3140899 0.1668516 0.1672348 0.8331484 0.8327652
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 4 CD4 CD4 277691 376438 1403134 1899174 0.1652111 0.1654228 0.8347889 0.8345772
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 60468 597665 303956 2994348 0.1659276 0.1663872 0.8340724 0.8336128
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 77439 582878 388484 2907636 0.1662056 0.1669892 0.8337944 0.8330108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 150481 495440 750942 2474298 0.1669372 0.1668295 0.8330628 0.8331705
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 2 CD19 CD19 68246 580146 338085 2884684 0.1679567 0.1674385 0.8320433 0.8325615
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 29638 617726 147772 3076025 0.1670594 0.1672354 0.8329406 0.8327646
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 262337 382968 1307448 1918408 0.1671165 0.1664083 0.8328835 0.8335917
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 55630 588450 279485 2947596 0.1660027 0.1664147 0.8339973 0.8335853
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 6 Ungated Ungated 79865 560234 401232 2829830 0.1660060 0.1652576 0.8339940 0.8347424
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 148528 505901 742755 2510167 0.1666452 0.1677353 0.8333548 0.8322647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 2 CD19 CD19 65335 586596 324534 2930886 0.1675819 0.1667659 0.8324181 0.8332341
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 28247 623189 141468 3114447 0.1664379 0.1667335 0.8335621 0.8332665
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 271257 378821 1357925 1899348 0.1664989 0.1662831 0.8335011 0.8337169
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 57532 595888 286222 2967709 0.1673639 0.1672153 0.8326361 0.8327847
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 6 Ungated Ungated 80202 565855 403346 2857948 0.1658615 0.1652709 0.8341385 0.8347291
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 145708 512132 737323 2583635 0.1650089 0.1654298 0.8349911 0.8345702
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 69751 595589 349543 2963915 0.1663534 0.1673236 0.8336466 0.8326764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 30452 631308 152133 3164905 0.1667826 0.1662994 0.8332174 0.8337006
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 276354 387700 1381862 1932882 0.1666574 0.1670702 0.8333426 0.8329298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5 CD8 CD8 59588 606809 294165 3018236 0.1684452 0.1673935 0.8315548 0.8326065
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 79998 583409 401921 2913470 0.1659989 0.1668371 0.8340011 0.8331629
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 1 /Granulocytes /Granulocytes 10044971 1028 409 6619320 0.9999593 0.0001553 0.0000407 0.9998447
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 50346 1998 3188 16610196 0.9404491 0.0001203 0.0595509 0.9998797
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 47376 70 3846 16614436 0.9249151 0.0000042 0.0750849 0.9999958
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62130 942 3903 16598753 0.9408932 0.0000567 0.0591068 0.9999433
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 101786 4770 1021 16558151 0.9900688 0.0002880 0.0099312 0.9997120
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5818 1101 1741 16657068 0.7696785 0.0000661 0.2303215 0.9999339
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6006 42 2993 16656687 0.6674075 0.0000025 0.3325925 0.9999975
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 49322 649 1597 16614160 0.9686365 0.0000391 0.0313635 0.9999609
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 16642 113 7795 16641178 0.6810165 0.0000068 0.3189835 0.9999932
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630759 13569 3344 16018056 0.9947264 0.0008464 0.0052736 0.9991536
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041746 8703 1745 15613534 0.9983277 0.0005571 0.0016723 0.9994429
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 45416 613 5001 16614698 0.9008073 0.0000369 0.0991927 0.9999631
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 93332 3687 1509 16567200 0.9840892 0.0002225 0.0159108 0.9997775
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 51152 2214 2262 16610100 0.9576516 0.0001333 0.0423484 0.9998667
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43609 3491 491 16618137 0.9888662 0.0002100 0.0111338 0.9997900
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146136 703 227 16518662 0.9984491 0.0000426 0.0015509 0.9999574
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1287 16664441 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056849 4908 428 15603543 0.9995952 0.0003144 0.0004048 0.9996856
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 145683 2293 1282 16516470 0.9912768 0.0001388 0.0087232 0.9998612
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1385011 5826 1816 15273075 0.9986905 0.0003813 0.0013095 0.9996187
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 2 5254 16660453 0.0036033 0.0000001 0.9963967 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 35299 1519 9752 16619158 0.7835342 0.0000914 0.2164658 0.9999086
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 473417 2353 3652 16186306 0.9923449 0.0001453 0.0076551 0.9998547
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 479209 3778 1185 16181556 0.9975333 0.0002334 0.0024667 0.9997666
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 96857 2524 2023 16564324 0.9795409 0.0001524 0.0204591 0.9998476
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 454633 3227 2017 16205851 0.9955831 0.0001991 0.0044169 0.9998009
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24193 29 5265 16636241 0.8212710 0.0000017 0.1787290 0.9999983
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 1 /Granulocytes /Granulocytes 10043226 1600 5904 6621051 0.9994125 0.0002416 0.0005875 0.9997584
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 48220 825 5427 16617309 0.8988387 0.0000496 0.1011613 0.9999504
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 50084 450 1078 16620169 0.9789297 0.0000271 0.0210703 0.9999729
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63691 1057 2275 16604758 0.9655125 0.0000637 0.0344875 0.9999363
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 102135 4317 687 16564642 0.9933186 0.0002605 0.0066814 0.9997395
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4595 142 2985 16664059 0.6062005 0.0000085 0.3937995 0.9999915
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8398 548 584 16662251 0.9349811 0.0000329 0.0650189 0.9999671
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 47559 466 3337 16620419 0.9344349 0.0000280 0.0655651 0.9999720
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20993 326 3420 16647042 0.8599107 0.0000196 0.1400893 0.9999804
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630454 8085 3494 16029748 0.9944885 0.0005041 0.0055115 0.9994959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041612 10538 1578 15618053 0.9984873 0.0006743 0.0015127 0.9993257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 43086 258 7748 16620689 0.8475823 0.0000155 0.1524177 0.9999845
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 92868 1959 2125 16574829 0.9776299 0.0001182 0.0223701 0.9998818
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 142 0 2831 16668808 0.0477632 0.0000000 0.9522368 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 52767 3623 612 16614779 0.9885348 0.0002180 0.0114652 0.9997820
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43226 3400 900 16624255 0.9796039 0.0002045 0.0203961 0.9997955
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146172 832 254 16524523 0.9982653 0.0000503 0.0017347 0.9999497
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1291 16670490 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056943 5649 1133 15608056 0.9989292 0.0003618 0.0010708 0.9996382
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 144901 2625 2269 16521986 0.9845825 0.0001589 0.0154175 0.9998411
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1386359 7136 911 15277375 0.9993433 0.0004669 0.0006567 0.9995331
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 757 18 4511 16666495 0.1436978 0.0000011 0.8563022 0.9999989
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 36059 1935 8955 16624832 0.8010619 0.0001164 0.1989381 0.9998836
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 472856 6285 4696 16187944 0.9901665 0.0003881 0.0098335 0.9996119
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 477306 4304 3183 16186988 0.9933755 0.0002658 0.0066245 0.9997342
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95123 740 3905 16572013 0.9605667 0.0000447 0.0394333 0.9999553
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 454377 2147 2364 16212893 0.9948242 0.0001324 0.0051758 0.9998676
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27542 420 1873 16641946 0.9363250 0.0000252 0.0636750 0.9999748
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 1 /Granulocytes /Granulocytes 9667044 8 182 6361152 0.9999812 0.0000013 0.0000188 0.9999987
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 50563 355 871 15976597 0.9830657 0.0000222 0.0169343 0.9999778
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48988 127 353 15978918 0.9928457 0.0000079 0.0071543 0.9999921
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63661 150 223 15964352 0.9965093 0.0000094 0.0034907 0.9999906
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 98530 823 78 15928955 0.9992090 0.0000517 0.0007910 0.9999483
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6733 36 722 16020895 0.9031522 0.0000022 0.0968478 0.9999978
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8311 294 321 16019460 0.9628128 0.0000184 0.0371872 0.9999816
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48244 387 711 15979044 0.9854765 0.0000242 0.0145235 0.9999758
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 23177 53 517 16004639 0.9781801 0.0000033 0.0218199 0.9999967
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 608209 1048 231 15418898 0.9996203 0.0000680 0.0003797 0.9999320
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 998802 3109 615 15025860 0.9993846 0.0002069 0.0006154 0.9997931
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46830 353 2835 15978368 0.9429175 0.0000221 0.0570825 0.9999779
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 90609 241 712 15936824 0.9922033 0.0000151 0.0077967 0.9999849
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2764 2 77 16025543 0.9728969 0.0000001 0.0271031 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 50820 140 223 15977203 0.9956311 0.0000088 0.0043689 0.9999912
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41920 293 406 15985767 0.9904078 0.0000183 0.0095922 0.9999817
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140584 159 223 15887420 0.9984163 0.0000100 0.0015837 0.9999900
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 0 1252 16027133 0.0007981 0.0000000 0.9992019 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1015652 389 135 15012210 0.9998671 0.0000259 0.0001329 0.9999741
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140701 153 509 15887023 0.9963954 0.0000096 0.0036046 0.9999904
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1333133 783 249 14694221 0.9998133 0.0000533 0.0001867 0.9999467
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4482 27 613 16023264 0.8796860 0.0000017 0.1203140 0.9999983
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 42509 567 738 15984572 0.9829352 0.0000355 0.0170648 0.9999645
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 457566 793 1716 15568311 0.9962637 0.0000509 0.0037363 0.9999491
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 461020 692 330 15566344 0.9992847 0.0000445 0.0007153 0.9999555
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 94554 276 387 15933169 0.9959238 0.0000173 0.0040762 0.9999827
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 439017 371 228 15588770 0.9994809 0.0000238 0.0005191 0.9999762
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 28238 42 267 15999839 0.9906332 0.0000026 0.0093668 0.9999974
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 1 /Granulocytes /Granulocytes 9747909 13 259 6415775 0.9999734 0.0000020 0.0000266 0.9999980
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 50392 342 1472 16111750 0.9716181 0.0000212 0.0283819 0.9999788
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 49242 102 457 16114155 0.9908046 0.0000063 0.0091954 0.9999937
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 64181 171 411 16099193 0.9936370 0.0000106 0.0063630 0.9999894
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 99607 564 136 16063649 0.9986365 0.0000351 0.0013635 0.9999649
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6874 115 352 16156615 0.9512870 0.0000071 0.0487130 0.9999929
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8465 465 296 16154730 0.9662139 0.0000288 0.0337861 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48605 368 937 16114046 0.9810868 0.0000228 0.0189132 0.9999772
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 23347 71 433 16140105 0.9817914 0.0000044 0.0182086 0.9999956
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614619 1155 240 15547942 0.9996097 0.0000743 0.0003903 0.9999257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1012057 4268 850 15146781 0.9991608 0.0002817 0.0008392 0.9997183
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 44233 124 3794 16115805 0.9210028 0.0000077 0.0789972 0.9999923
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 90894 350 819 16071893 0.9910700 0.0000218 0.0089300 0.9999782
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2792 4 83 16161077 0.9711304 0.0000002 0.0288696 0.9999998
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 51576 290 271 16111819 0.9947731 0.0000180 0.0052269 0.9999820
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42294 345 416 16120901 0.9902599 0.0000214 0.0097401 0.9999786
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141256 207 194 16022299 0.9986285 0.0000129 0.0013715 0.9999871
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1255 16162701 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1022642 502 155 15140657 0.9998485 0.0000332 0.0001515 0.9999668
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 141837 286 491 16021342 0.9965502 0.0000179 0.0034498 0.9999821
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1344324 905 281 14818446 0.9997910 0.0000611 0.0002090 0.9999389
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4164 9 1011 16158772 0.8046377 0.0000006 0.1953623 0.9999994
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 42823 469 1168 16119496 0.9734491 0.0000291 0.0265509 0.9999709
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461188 1310 682 15700776 0.9985234 0.0000834 0.0014766 0.9999166
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464602 852 345 15698157 0.9992580 0.0000543 0.0007420 0.9999457
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95333 257 456 16067910 0.9952395 0.0000160 0.0047605 0.9999840
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 442467 512 388 15720589 0.9991239 0.0000326 0.0008761 0.9999674
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 28341 86 240 16135289 0.9916028 0.0000053 0.0083972 0.9999947
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 1 /Granulocytes /Granulocytes 9715081 3 333 6398963 0.9999657 0.0000005 0.0000343 0.9999995
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 51397 370 693 16061920 0.9866961 0.0000230 0.0133039 0.9999770
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48900 98 205 16065177 0.9958253 0.0000061 0.0041747 0.9999939
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62819 185 148 16051228 0.9976496 0.0000115 0.0023504 0.9999885
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 99214 424 41 16014701 0.9995869 0.0000265 0.0004131 0.9999735
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6929 66 426 16106959 0.9420802 0.0000041 0.0579198 0.9999959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8440 228 220 16105492 0.9745958 0.0000142 0.0254042 0.9999858
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48284 308 724 16065064 0.9852269 0.0000192 0.0147731 0.9999808
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 22978 47 171 16091184 0.9926131 0.0000029 0.0073869 0.9999971
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611475 602 182 15502121 0.9997024 0.0000388 0.0002976 0.9999612
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1006613 3710 507 15103550 0.9994966 0.0002456 0.0005034 0.9997544
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46526 219 3554 16064081 0.9290335 0.0000136 0.0709665 0.9999864
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 91687 265 620 16021808 0.9932833 0.0000165 0.0067167 0.9999835
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2805 6 66 16111503 0.9770115 0.0000004 0.0229885 0.9999996
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 51345 144 199 16062692 0.9961392 0.0000090 0.0038608 0.9999910
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42162 219 561 16071438 0.9868689 0.0000136 0.0131311 0.9999864
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141427 172 197 15972584 0.9986090 0.0000108 0.0013910 0.9999892
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1244 16113136 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1023940 296 162 15089982 0.9998418 0.0000196 0.0001582 0.9999804
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 142142 156 449 15971633 0.9968511 0.0000098 0.0031489 0.9999902
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1339501 316 234 14774329 0.9998253 0.0000214 0.0001747 0.9999786
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4667 26 383 16109304 0.9241584 0.0000016 0.0758416 0.9999984
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 42422 368 804 16070786 0.9814001 0.0000229 0.0185999 0.9999771
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461316 908 719 15651437 0.9984438 0.0000580 0.0015562 0.9999420
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464431 848 208 15648893 0.9995523 0.0000542 0.0004477 0.9999458
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95604 298 379 16018099 0.9960514 0.0000186 0.0039486 0.9999814
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 440548 452 139 15673241 0.9996846 0.0000288 0.0003154 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 28015 92 144 16086129 0.9948862 0.0000057 0.0051138 0.9999943
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 1 /Granulocytes /Granulocytes 9875157 435 69395 6264860 0.9930218 0.0000694 0.0069782 0.9999306
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 16811 415 20364 16172257 0.4522125 0.0000257 0.5477875 0.9999743
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 50552 4554 529 16154212 0.9896439 0.0002818 0.0103561 0.9997182
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 46938 1664 5842 16155403 0.8893141 0.0001030 0.1106859 0.9998970
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 94217 15464 4892 16095274 0.9506402 0.0009599 0.0493598 0.9990401
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3767 839 394 16204847 0.9053112 0.0000518 0.0946888 0.9999482
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6555 3617 929 16198746 0.8758685 0.0002232 0.1241315 0.9997768
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 45297 7159 5510 16151881 0.8915504 0.0004430 0.1084496 0.9995570
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 3 296 24419 16185129 0.0001228 0.0000183 0.9998772 0.9999817
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 627391 28458 6419 15547579 0.9898724 0.0018270 0.0101276 0.9981730
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 993502 74542 41625 15100178 0.9597875 0.0049122 0.0402125 0.9950878
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 34609 37257 3631 16134350 0.9050471 0.0023039 0.0949529 0.9976961
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 32525 1717 6141 16169464 0.8411783 0.0001062 0.1588217 0.9998938
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 656 16209191 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 49240 7369 769 16152469 0.9846228 0.0004560 0.0153772 0.9995440
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42976 7155 320 16159396 0.9926090 0.0004426 0.0073910 0.9995574
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146265 1533 16 16062033 0.9998906 0.0000954 0.0001094 0.9999046
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 77 51290 620 16157860 0.1104735 0.0031643 0.8895265 0.9968357
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 985309 10165 35323 15179050 0.9653911 0.0006692 0.0346089 0.9993308
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 145293 8012 1184 16055358 0.9919168 0.0004988 0.0080832 0.9995012
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1350976 57882 24047 14776942 0.9825116 0.0039018 0.0174884 0.9960982
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 5787 5210 16198831 0.0036336 0.0003571 0.9963664 0.9996429
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2328 377 42670 16164472 0.0517356 0.0000233 0.9482644 0.9999767
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 436490 603 7285 15765469 0.9835840 0.0000382 0.0164160 0.9999618
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 375124 2607 18343 15813773 0.9533811 0.0001648 0.0466189 0.9998352
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 42109 238 42124 16125376 0.4999110 0.0000148 0.5000890 0.9999852
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 398591 13347 10371 15787538 0.9746407 0.0008447 0.0253593 0.9991553
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 16570 44841 12128 16136308 0.5773922 0.0027712 0.4226078 0.9972288
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 1 /Granulocytes /Granulocytes 9939057 1154 20020 6327632 0.9979898 0.0001823 0.0020102 0.9998177
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 9024 2106 20581 16256152 0.3048134 0.0001295 0.6951866 0.9998705
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 50114 3207 873 16233669 0.9828780 0.0001975 0.0171220 0.9998025
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63835 4433 1322 16218273 0.9797105 0.0002733 0.0202895 0.9997267
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 82019 9896 8420 16187528 0.9068986 0.0006110 0.0931014 0.9993890
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3080 3405 609 16280769 0.8349146 0.0002091 0.1650854 0.9997909
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 7962 1361 519 16278021 0.9388044 0.0000836 0.0611956 0.9999164
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 40664 2712 10072 16234415 0.8014822 0.0001670 0.1985178 0.9998330
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 283 455 23934 16263191 0.0116860 0.0000280 0.9883140 0.9999720
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 625212 30266 5380 15627005 0.9914683 0.0019330 0.0085317 0.9980670
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 933548 28149 51981 15274185 0.9472557 0.0018395 0.0527443 0.9981605
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 22184 36447 26517 16202715 0.4555143 0.0022444 0.5444857 0.9977556
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 40952 3421 10579 16232911 0.7947061 0.0002107 0.2052939 0.9997893
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2268 308 275 16285012 0.8918600 0.0000189 0.1081400 0.9999811
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 50062 12782 617 16224402 0.9878253 0.0007872 0.0121747 0.9992128
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42905 5351 363 16239244 0.9916104 0.0003294 0.0083896 0.9996706
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 144722 7564 90 16135487 0.9993785 0.0004686 0.0006215 0.9995314
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 243 30907 701 16256012 0.2574153 0.0018977 0.7425847 0.9981023
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1032213 16163 18773 15220714 0.9821377 0.0010608 0.0178623 0.9989392
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 142417 3579 3047 16138820 0.9790532 0.0002217 0.0209468 0.9997783
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1348024 52887 28371 14858581 0.9793875 0.0035467 0.0206125 0.9964533
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 387 17092 4785 16265599 0.0748260 0.0010497 0.9251740 0.9989503
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1497 74 43195 16243097 0.0334959 0.0000046 0.9665041 0.9999954
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 456584 5071 6791 15819417 0.9853445 0.0003205 0.0146555 0.9996795
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 403683 3528 19927 15860725 0.9529591 0.0002224 0.0470409 0.9997776
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 72887 3829 14720 16196427 0.8319769 0.0002364 0.1680231 0.9997636
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 419584 32104 6320 15829855 0.9851610 0.0020240 0.0148390 0.9979760
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 3231 21959 20440 16242233 0.1364961 0.0013501 0.8635039 0.9986499
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 1 /Granulocytes /Granulocytes 9580648 2239 22491 6069251 0.9976580 0.0003688 0.0023420 0.9996312
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 7370 42 27161 15640056 0.2134314 0.0000027 0.7865686 0.9999973
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 47906 3521 1339 15621863 0.9728094 0.0002253 0.0271906 0.9997747
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 59574 4459 3593 15607003 0.9431190 0.0002856 0.0568810 0.9997144
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 88982 15773 8615 15561259 0.9117288 0.0010126 0.0882712 0.9989874
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4158 4819 864 15664788 0.8279570 0.0003075 0.1720430 0.9996925
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6070 986 1178 15666395 0.8374724 0.0000629 0.1625276 0.9999371
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 45750 18578 3186 15607115 0.9348946 0.0011889 0.0651054 0.9988111
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 7102 1683 10632 15655212 0.4004737 0.0001075 0.5995263 0.9998925
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589732 20395 4086 15060416 0.9931191 0.0013524 0.0068809 0.9986476
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 952591 18017 35284 14668737 0.9642829 0.0012268 0.0357171 0.9987732
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 37909 32981 6791 15596948 0.8480761 0.0021101 0.1519239 0.9978899
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 44984 6650 6434 15616561 0.8748687 0.0004256 0.1251313 0.9995744
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2260 96 217 15672056 0.9123940 0.0000061 0.0876060 0.9999939
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 43504 7768 359 15622998 0.9918154 0.0004970 0.0081846 0.9995030
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41175 5299 393 15627762 0.9905456 0.0003390 0.0094544 0.9996610
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140346 1545 67 15532671 0.9995228 0.0000995 0.0004772 0.9999005
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 276 29758 654 15643941 0.2967742 0.0018986 0.7032258 0.9981014
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 988016 13581 22114 14650918 0.9781078 0.0009261 0.0218922 0.9990739
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139646 10462 1115 15523406 0.9920788 0.0006735 0.0079212 0.9993265
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1286848 39954 16528 14331299 0.9873191 0.0027801 0.0126809 0.9972199
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 8 2165 5038 15667418 0.0015854 0.0001382 0.9984146 0.9998618
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1841 219 40710 15631859 0.0432657 0.0000140 0.9567343 0.9999860
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 436464 1841 7604 15228720 0.9828765 0.0001209 0.0171235 0.9998791
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 385601 2926 11159 15274943 0.9718747 0.0001915 0.0281253 0.9998085
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 66501 269 8552 15599307 0.8860539 0.0000172 0.1139461 0.9999828
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 383169 16519 15738 15259203 0.9605472 0.0010814 0.0394528 0.9989186
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 7623 10906 16673 15639427 0.3137554 0.0006969 0.6862446 0.9993031
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 1 /Granulocytes /Granulocytes 9649540 1586 10647 6072719 0.9988978 0.0002611 0.0011022 0.9997389
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 11429 67 27262 15695734 0.2953917 0.0000043 0.7046083 0.9999957
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48478 3100 1093 15681821 0.9779508 0.0001976 0.0220492 0.9998024
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 61255 4582 2588 15666067 0.9594631 0.0002924 0.0405369 0.9997076
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 87571 11757 7796 15627368 0.9182526 0.0007518 0.0817474 0.9992482
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3756 1487 1542 15727707 0.7089468 0.0000945 0.2910532 0.9999055
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6235 1100 1094 15726063 0.8507300 0.0000699 0.1492700 0.9999301
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 43196 3161 6267 15681868 0.8732992 0.0002015 0.1267008 0.9997985
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 7225 1814 10786 15714667 0.4011437 0.0001154 0.5988563 0.9998846
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 596247 20742 4847 15112656 0.9919364 0.0013706 0.0080636 0.9986294
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 948011 59714 26994 14699773 0.9723140 0.0040458 0.0276860 0.9959542
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 17777 20167 25979 15670569 0.4062757 0.0012853 0.5937243 0.9987147
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 34235 11340 8883 15680034 0.7939840 0.0007227 0.2060160 0.9992773
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 1531 6109 222 15726630 0.8733600 0.0003883 0.1266400 0.9996117
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46928 6758 614 15680192 0.9870851 0.0004308 0.0129149 0.9995692
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41517 6276 353 15686346 0.9915691 0.0003999 0.0084309 0.9996001
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141002 1638 52 15591800 0.9996313 0.0001050 0.0003687 0.9998950
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 46 10598 667 15723181 0.0645161 0.0006736 0.9354839 0.9993264
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 985547 11045 24484 14713416 0.9757592 0.0007501 0.0242408 0.9992499
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140587 8151 1057 15584697 0.9925376 0.0005227 0.0074624 0.9994773
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1305228 47802 22521 14358941 0.9830382 0.0033180 0.0169618 0.9966820
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 7 3527 5115 15725843 0.0013667 0.0002242 0.9986333 0.9997758
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2305 466 40285 15691436 0.0541207 0.0000297 0.9458793 0.9999703
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 432774 968 9403 15291347 0.9787348 0.0000633 0.0212652 0.9999367
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 370605 1171 8595 15354121 0.9773339 0.0000763 0.0226661 0.9999237
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 61991 494 21802 15650205 0.7398112 0.0000316 0.2601888 0.9999684
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 387262 12912 3558 15330760 0.9908961 0.0008415 0.0091039 0.9991585
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17004 21403 10697 15685388 0.6138407 0.0013627 0.3861593 0.9986373
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 1 /Granulocytes /Granulocytes 9398674 200 65170 6072753 0.9931138 0.0000329 0.0068862 0.9999671
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 18849 2601 19107 15496240 0.4966013 0.0001678 0.5033987 0.9998322
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48126 5724 870 15482077 0.9822434 0.0003696 0.0177566 0.9996304
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 60230 4938 2009 15469620 0.9677212 0.0003191 0.0322788 0.9996809
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 87349 10233 9677 15429538 0.9002638 0.0006628 0.0997362 0.9993372
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4291 10091 372 15522043 0.9202230 0.0006497 0.0797770 0.9993503
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 5334 1359 1896 15528208 0.7377593 0.0000875 0.2622407 0.9999125
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 36300 6442 12601 15481454 0.7423161 0.0004159 0.2576839 0.9995841
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 5923 1771 9916 15519187 0.3739504 0.0001141 0.6260496 0.9998859
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 590956 19241 5003 14921597 0.9916051 0.0012878 0.0083949 0.9987122
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 778615 27744 132077 14598361 0.8549707 0.0018969 0.1450293 0.9981031
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 33385 129892 14370 15359150 0.6990891 0.0083861 0.3009109 0.9916139
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 43613 6195 7189 15479800 0.8584898 0.0004000 0.1415102 0.9996000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2016 327 226 15534228 0.8991971 0.0000210 0.1008029 0.9999790
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46082 12685 445 15477585 0.9904357 0.0008189 0.0095643 0.9991811
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41576 6244 151 15488826 0.9963812 0.0004030 0.0036188 0.9995970
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141112 1521 59 15394105 0.9995821 0.0000988 0.0004179 0.9999012
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 96 16575 725 15519401 0.1169306 0.0010669 0.8830694 0.9989331
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 999066 15716 16599 14505416 0.9836570 0.0010823 0.0163430 0.9989177
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 138338 5988 2970 15389501 0.9789821 0.0003889 0.0210179 0.9996111
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1291733 45400 11052 14188612 0.9915166 0.0031895 0.0084834 0.9968105
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 910 9804 3813 15522270 0.1926741 0.0006312 0.8073259 0.9993688
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 953 933 41590 15493321 0.0224009 0.0000602 0.9775991 0.9999398
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 441432 5509 6533 15083323 0.9854163 0.0003651 0.0145837 0.9996349
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 391862 3821 44668 15096446 0.8976748 0.0002530 0.1023252 0.9997470
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 70146 2189 14821 15449641 0.8255676 0.0001417 0.1744324 0.9998583
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402996 38503 13881 15081417 0.9667024 0.0025465 0.0332976 0.9974535
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17697 38730 1347 15479023 0.9292691 0.0024959 0.0707309 0.9975041
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1 /Granulocytes /Granulocytes 10038225 7716 7155 6612632 0.9992877 0.0011655 0.0007123 0.9988345
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 49537 11512 3997 16600682 0.9253372 0.0006930 0.0746628 0.9993070
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48281 4345 2941 16610161 0.9425833 0.0002615 0.0574167 0.9997385
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62482 686 3551 16599009 0.9462239 0.0000413 0.0537761 0.9999587
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 93097 6148 9710 16556773 0.9055512 0.0003712 0.0944488 0.9996288
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5530 5905 2029 16652264 0.7315783 0.0003545 0.2684217 0.9996455
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 5197 1857 3802 16654872 0.5775086 0.0001115 0.4224914 0.9998885
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 49161 2091 1758 16612718 0.9654746 0.0001259 0.0345254 0.9998741
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 17541 5169 6896 16636122 0.7178050 0.0003106 0.2821950 0.9996894
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 623433 10823 10670 16020802 0.9831731 0.0006751 0.0168269 0.9993249
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1022681 18136 20810 15604101 0.9800573 0.0011609 0.0199427 0.9988391
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 27773 756 22644 16614555 0.5508658 0.0000455 0.4491342 0.9999545
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 90354 9017 4487 16561870 0.9526892 0.0005441 0.0473108 0.9994559
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 52555 24791 859 16587523 0.9839181 0.0014923 0.0160819 0.9985077
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43573 4376 527 16617252 0.9880499 0.0002633 0.0119501 0.9997367
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146063 266 300 16519099 0.9979503 0.0000161 0.0020497 0.9999839
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 34 1286 16664407 0.0007770 0.0000020 0.9992230 0.9999980
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1009993 9393 47284 15599058 0.9552776 0.0006018 0.0447224 0.9993982
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 142368 3292 4597 16515471 0.9687204 0.0001993 0.0312796 0.9998007
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1381896 51351 4931 15227550 0.9964444 0.0033609 0.0035556 0.9966391
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3182 1647 2091 16658808 0.6034515 0.0000989 0.3965485 0.9999011
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 31707 637 13344 16620040 0.7038024 0.0000383 0.2961976 0.9999617
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 468060 14163 9009 16174496 0.9811159 0.0008749 0.0188841 0.9991251
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 465762 13936 14632 16171398 0.9695417 0.0008610 0.0304583 0.9991390
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 94425 7097 4455 16559751 0.9549454 0.0004284 0.0450546 0.9995716
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 441328 8987 15322 16200091 0.9664470 0.0005544 0.0335530 0.9994456
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 23992 3400 5466 16632870 0.8144477 0.0002044 0.1855523 0.9997956
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1 /Granulocytes /Granulocytes 10042684 10309 6446 6612342 0.9993586 0.0015566 0.0006414 0.9984434
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 41473 3693 12174 16614441 0.7730721 0.0002222 0.2269279 0.9997778
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 43443 1388 7719 16619231 0.8491263 0.0000835 0.1508737 0.9999165
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63070 558 2896 16605257 0.9560986 0.0000336 0.0439014 0.9999664
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 101621 20556 1201 16548403 0.9883196 0.0012406 0.0116804 0.9987594
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4149 1720 3431 16662481 0.5473615 0.0001032 0.4526385 0.9998968
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8003 1692 979 16661107 0.8910042 0.0001015 0.1089958 0.9998985
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 49093 1798 1803 16619087 0.9645748 0.0001082 0.0354252 0.9998918
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19573 7967 4840 16639401 0.8017450 0.0004786 0.1982550 0.9995214
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 624713 12147 9235 16025686 0.9854326 0.0007574 0.0145674 0.9992426
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1036906 37326 6284 15591265 0.9939762 0.0023883 0.0060238 0.9976117
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 17517 9842 33317 16611105 0.3445922 0.0005921 0.6554078 0.9994079
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 80002 2729 14991 16574059 0.8421884 0.0001646 0.1578116 0.9998354
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2198 33 775 16668775 0.7393206 0.0000020 0.2606794 0.9999980
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 50024 5579 3355 16612823 0.9371476 0.0003357 0.0628524 0.9996643
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43184 2136 942 16625519 0.9786520 0.0001285 0.0213480 0.9998715
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 145985 443 441 16524912 0.9969882 0.0000268 0.0030118 0.9999732
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 24 383 1267 16670107 0.0185902 0.0000230 0.9814098 0.9999770
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1030913 16828 27163 15596877 0.9743279 0.0010778 0.0256721 0.9989222
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 145888 13768 1282 16510843 0.9912890 0.0008332 0.0087110 0.9991668
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1368553 18334 18717 15266177 0.9865080 0.0011995 0.0134920 0.9988005
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 2020 289 3248 16666224 0.3834472 0.0000173 0.6165528 0.9999827
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 39412 5170 5602 16621597 0.8755498 0.0003109 0.1244502 0.9996891
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 457542 5025 20010 16189204 0.9580988 0.0003103 0.0419012 0.9996897
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 459153 12190 21336 16179102 0.9555952 0.0007529 0.0444048 0.9992471
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95851 12955 3177 16559798 0.9679182 0.0007817 0.0320818 0.9992183
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 452574 24537 4167 16190503 0.9908767 0.0015132 0.0091233 0.9984868
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 16372 446 13043 16641920 0.5565868 0.0000268 0.4434132 0.9999732
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1 /Granulocytes /Granulocytes 9664958 5799 2268 6355361 0.9997654 0.0009116 0.0002346 0.9990884
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 49834 10498 1600 15966454 0.9688922 0.0006571 0.0311078 0.9993429
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44702 520 4639 15978525 0.9059808 0.0000325 0.0940192 0.9999675
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63224 764 660 15963738 0.9896688 0.0000479 0.0103312 0.9999521
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 89609 5194 8999 15924584 0.9087397 0.0003261 0.0912603 0.9996739
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4483 729 2972 16020202 0.6013414 0.0000455 0.3986586 0.9999545
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8292 677 340 16019077 0.9606117 0.0000423 0.0393883 0.9999577
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 47932 758 1023 15978673 0.9791033 0.0000474 0.0208967 0.9999526
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 17077 183 6617 16004509 0.7207310 0.0000114 0.2792690 0.9999886
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 606238 7867 2202 15412079 0.9963809 0.0005102 0.0036191 0.9994898
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 990578 6587 8839 15022382 0.9911558 0.0004383 0.0088442 0.9995617
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 44947 8381 4718 15970340 0.9050035 0.0005245 0.0949965 0.9994755
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 88592 4039 2729 15933026 0.9701164 0.0002534 0.0298836 0.9997466
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2726 221 115 16025324 0.9595213 0.0000138 0.0404787 0.9999862
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 47403 492 3640 15976851 0.9286876 0.0000308 0.0713124 0.9999692
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41613 628 713 15985432 0.9831546 0.0000393 0.0168454 0.9999607
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140583 414 224 15887165 0.9984092 0.0000261 0.0015908 0.9999739
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1253 16027133 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 999292 39811 16495 14972788 0.9837614 0.0026518 0.0162386 0.9973482
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140560 16976 650 15870200 0.9953969 0.0010685 0.0046031 0.9989315
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1292919 1894 40463 14693110 0.9696539 0.0001289 0.0303461 0.9998711
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3925 1244 1170 16022047 0.7703631 0.0000776 0.2296369 0.9999224
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 36760 788 6487 15984351 0.8500012 0.0000493 0.1499988 0.9999507
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 453142 6553 6140 15562551 0.9866313 0.0004209 0.0133687 0.9995791
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 450262 11396 11088 15555640 0.9759662 0.0007321 0.0240338 0.9992679
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 94021 12400 920 15921045 0.9903098 0.0007782 0.0096902 0.9992218
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 430394 4316 8851 15584825 0.9798495 0.0002769 0.0201505 0.9997231
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 23827 1364 4678 15998517 0.8358884 0.0000853 0.1641116 0.9999147
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1 /Granulocytes /Granulocytes 9743034 6237 5134 6409551 0.9994733 0.0009721 0.0005267 0.9990279
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 43116 850 8748 16111242 0.8313281 0.0000528 0.1686719 0.9999472
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 46744 1542 2955 16112715 0.9405421 0.0000957 0.0594579 0.9999043
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 64115 813 477 16098551 0.9926152 0.0000505 0.0073848 0.9999495
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 98703 10070 1040 16054143 0.9895732 0.0006269 0.0104268 0.9993731
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4890 1119 2336 16155611 0.6767229 0.0000693 0.3232771 0.9999307
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8465 1129 296 16154066 0.9662139 0.0000699 0.0337861 0.9999301
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48268 733 1274 16113681 0.9742844 0.0000455 0.0257156 0.9999545
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20355 2702 3425 16137474 0.8559714 0.0001674 0.1440286 0.9998326
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 610970 5850 3889 15543247 0.9936750 0.0003762 0.0063250 0.9996238
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1008916 9040 3991 15142009 0.9960599 0.0005967 0.0039401 0.9994033
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 42859 6609 5168 16109320 0.8923939 0.0004101 0.1076061 0.9995899
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 86466 2524 5247 16069719 0.9427889 0.0001570 0.0572111 0.9998430
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2027 53 848 16161028 0.7050435 0.0000033 0.2949565 0.9999967
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48321 1123 3526 16110986 0.9319922 0.0000697 0.0680078 0.9999303
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42059 683 651 16120563 0.9847577 0.0000424 0.0152423 0.9999576
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140669 139 781 16022367 0.9944786 0.0000087 0.0055214 0.9999913
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 10 1255 16162691 0.0000000 0.0000006 1.0000000 0.9999994
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1018030 28058 4767 15113101 0.9953393 0.0018531 0.0046607 0.9981469
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 137851 1882 4477 16019746 0.9685445 0.0001175 0.0314555 0.9998825
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1318602 5033 26003 14814318 0.9806612 0.0003396 0.0193388 0.9996604
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3818 268 1357 16158513 0.7377778 0.0000166 0.2622222 0.9999834
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 43389 10074 602 16109891 0.9863154 0.0006249 0.0136846 0.9993751
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 440594 848 21276 15701238 0.9539351 0.0000540 0.0460649 0.9999460
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 460273 21132 4674 15677877 0.9899472 0.0013461 0.0100528 0.9986539
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 91457 4906 4332 16063261 0.9547756 0.0003053 0.0452244 0.9996947
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 432808 6799 10047 15714302 0.9773131 0.0004325 0.0226869 0.9995675
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24699 2232 3882 16133143 0.8641755 0.0001383 0.1358245 0.9998617
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1 /Granulocytes /Granulocytes 9714384 8295 1030 6390671 0.9998940 0.0012963 0.0001060 0.9987037
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 48003 3239 4087 16059051 0.9215396 0.0002017 0.0784604 0.9997983
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 46579 1046 2526 16064229 0.9485592 0.0000651 0.0514408 0.9999349
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 61466 140 1501 16051273 0.9761621 0.0000087 0.0238379 0.9999913
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 96658 6692 2597 16008433 0.9738351 0.0004179 0.0261649 0.9995821
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5139 2614 2216 16104411 0.6987084 0.0001623 0.3012916 0.9998377
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6994 348 1666 16105372 0.8076212 0.0000216 0.1923788 0.9999784
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48086 749 922 16064623 0.9811867 0.0000466 0.0188133 0.9999534
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19965 982 3184 16090249 0.8624563 0.0000610 0.1375437 0.9999390
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 609357 5335 2300 15497388 0.9962397 0.0003441 0.0037603 0.9996559
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1004602 24354 2518 15082906 0.9974998 0.0016121 0.0025002 0.9983879
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 25837 594 24243 16063706 0.5159145 0.0000370 0.4840855 0.9999630
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 89264 4625 3043 16017448 0.9670339 0.0002887 0.0329661 0.9997113
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2385 4 486 16111505 0.8307210 0.0000002 0.1692790 0.9999998
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 49190 1703 2354 16061133 0.9543303 0.0001060 0.0456697 0.9998940
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41756 550 967 16071107 0.9773658 0.0000342 0.0226342 0.9999658
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141268 127 356 15972629 0.9974863 0.0000080 0.0025137 0.9999920
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1244 16113136 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1012189 12112 11913 15078166 0.9883674 0.0008026 0.0116326 0.9991974
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 136504 771 6087 15971018 0.9573115 0.0000483 0.0426885 0.9999517
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1331457 11296 8278 14763349 0.9938212 0.0007646 0.0061788 0.9992354
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4042 324 1008 16109006 0.8003960 0.0000201 0.1996040 0.9999799
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 39996 2611 3230 16068543 0.9252765 0.0001625 0.0747235 0.9998375
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 456192 6099 5843 15646246 0.9873538 0.0003897 0.0126462 0.9996103
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 452631 7467 12008 15642274 0.9741563 0.0004771 0.0258437 0.9995229
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 85233 548 10750 16017849 0.8880010 0.0000342 0.1119990 0.9999658
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 437504 11590 3183 15662103 0.9927772 0.0007395 0.0072228 0.9992605
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 26662 6822 1497 16079399 0.9468376 0.0004241 0.0531624 0.9995759
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 1 /Granulocytes /Granulocytes 9715363 6316 298597 6441976 0.9701819 0.0009795 0.0298181 0.9990205
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 22111 13448 28908 16397785 0.4333876 0.0008194 0.5666124 0.9991806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44229 25610 5940 16386473 0.8816002 0.0015604 0.1183998 0.9984396
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 61031 30255 4308 16366658 0.9340669 0.0018452 0.0659331 0.9981548
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 92616 29911 7658 16332067 0.9236293 0.0018281 0.0763707 0.9981719
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5655 8184 1492 16446921 0.7912411 0.0004974 0.2087589 0.9995026
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8762 4146 208 16449136 0.9768116 0.0002520 0.0231884 0.9997480
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 26607 6480 22442 16406723 0.5424575 0.0003948 0.4575425 0.9996052
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20667 12938 3565 16425082 0.8528805 0.0007871 0.1471195 0.9992129
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614243 44406 18579 15785024 0.9706410 0.0028053 0.0293590 0.9971947
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 930663 89941 67985 15373663 0.9319230 0.0058163 0.0680770 0.9941837
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 32047 41401 13571 16375233 0.7025078 0.0025219 0.2974922 0.9974781
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 85311 50181 8205 16318555 0.9122610 0.0030657 0.0877390 0.9969343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2963 16459289 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48511 24789 4359 16384593 0.9175525 0.0015107 0.0824475 0.9984893
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43556 12949 528 16405219 0.9880229 0.0007887 0.0119771 0.9992113
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146195 29084 160 16286813 0.9989068 0.0017826 0.0010932 0.9982174
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 89 5719 1096 16455348 0.0751055 0.0003474 0.9248945 0.9996526
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 992637 51593 40419 15377603 0.9608743 0.0033439 0.0391257 0.9966561
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 144331 27544 2230 16288147 0.9847845 0.0016882 0.0152155 0.9983118
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1270732 21084 75619 15094817 0.9438341 0.0013948 0.0561659 0.9986052
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1185 1761 3886 16455420 0.2336817 0.0001070 0.7663183 0.9998930
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 35488 6600 7982 16412182 0.8163791 0.0004020 0.1836209 0.9995980
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 459269 34403 14862 15953718 0.9686542 0.0021518 0.0313458 0.9978482
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 393636 33946 66712 15967958 0.8550835 0.0021214 0.1449165 0.9978786
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 72853 23549 15167 16350683 0.8276869 0.0014382 0.1723131 0.9985618
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 424758 77033 23754 15936707 0.9470382 0.0048104 0.0529618 0.9951896
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27054 23314 1458 16410426 0.9488636 0.0014187 0.0511364 0.9985813
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 1 /Granulocytes /Granulocytes 9957150 7043 81373 6478775 0.9918939 0.0010859 0.0081061 0.9989141
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 31223 8213 20065 16464840 0.6087779 0.0004986 0.3912221 0.9995014
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44836 14117 5243 16460145 0.8953054 0.0008569 0.1046946 0.9991431
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63336 11004 2266 16447735 0.9654584 0.0006686 0.0345416 0.9993314
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 86297 16041 12326 16409677 0.8750190 0.0009766 0.1249810 0.9990234
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5511 5126 1603 16512101 0.7746697 0.0003103 0.2253303 0.9996897
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8779 3489 183 16511890 0.9795805 0.0002113 0.0204195 0.9997887
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 32064 2608 17139 16472530 0.6516676 0.0001583 0.3483324 0.9998417
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20138 13522 4115 16486566 0.8303303 0.0008195 0.1696697 0.9991805
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611186 17143 20969 15875043 0.9668293 0.0010787 0.0331707 0.9989213
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 967396 82707 58565 15415673 0.9429169 0.0053365 0.0570831 0.9946635
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 12038 52469 36571 16423263 0.2476496 0.0031846 0.7523504 0.9968154
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 77085 16724 15404 16415128 0.8334505 0.0010178 0.1665495 0.9989822
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2902 1197 65 16520177 0.9780923 0.0000725 0.0219077 0.9999275
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48640 16768 4152 16454781 0.9213517 0.0010180 0.0786483 0.9989820
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43400 11711 691 16468539 0.9843279 0.0007106 0.0156721 0.9992894
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146242 23864 178 16354057 0.9987843 0.0014571 0.0012157 0.9985429
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 133 3554 1050 16519604 0.1124260 0.0002151 0.8875740 0.9997849
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1003277 53688 34802 15432574 0.9664746 0.0034668 0.0335254 0.9965332
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 144121 19986 2561 16357673 0.9825405 0.0012203 0.0174595 0.9987797
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1270455 16759 76853 15160274 0.9429581 0.0011042 0.0570419 0.9988958
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1677 1630 3422 16517612 0.3288880 0.0000987 0.6711120 0.9999013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 34922 2155 8243 16479021 0.8090351 0.0001308 0.1909649 0.9998692
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 458761 31778 15803 16017999 0.9667000 0.0019800 0.0333000 0.9980200
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 418672 13858 45804 16046007 0.9013856 0.0008629 0.0986144 0.9991371
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 84169 11770 7069 16421333 0.9225213 0.0007162 0.0774787 0.9992838
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 423746 19767 23939 16056889 0.9465271 0.0012295 0.0534729 0.9987705
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 23065 12776 2666 16485834 0.8963896 0.0007744 0.1036104 0.9992256
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 1 /Granulocytes /Granulocytes 9548455 6601 105344 6212150 0.9890878 0.0010615 0.0109122 0.9989385
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 25691 6157 23359 15817343 0.5237717 0.0003891 0.4762283 0.9996109
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44622 16354 3993 15807581 0.9178649 0.0010335 0.0821351 0.9989665
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 60953 17244 2532 15791821 0.9601166 0.0010908 0.0398834 0.9989092
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 85789 18396 9673 15758692 0.8986717 0.0011660 0.1013283 0.9988340
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6420 6432 823 15858875 0.8863730 0.0004054 0.1136270 0.9995946
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8358 3228 248 15860716 0.9711829 0.0002035 0.0288171 0.9997965
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 29938 3283 17309 15822020 0.6336487 0.0002075 0.3663513 0.9997925
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19533 11992 4026 15836999 0.8291099 0.0007566 0.1708901 0.9992434
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589088 18376 18067 15247019 0.9702432 0.0012038 0.0297568 0.9987962
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 945427 56914 33557 14836652 0.9657226 0.0038214 0.0342774 0.9961786
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 18647 21831 22504 15809568 0.4531360 0.0013790 0.5468640 0.9986210
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 77104 22759 12245 15760442 0.8629531 0.0014420 0.1370469 0.9985580
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2621 785 197 15868947 0.9300923 0.0000495 0.0699077 0.9999505
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46537 16237 3969 15805807 0.9214153 0.0010262 0.0785847 0.9989738
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41730 11593 565 15818662 0.9866414 0.0007323 0.0133586 0.9992677
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140629 25418 172 15706331 0.9987784 0.0016157 0.0012216 0.9983843
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 249 6657 910 15864734 0.2148404 0.0004194 0.7851596 0.9995806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 956302 55352 38354 14822542 0.9614399 0.0037204 0.0385601 0.9962796
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 138378 23279 2289 15708604 0.9837275 0.0014797 0.0162725 0.9985203
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1217467 16866 76839 14561378 0.9406330 0.0011569 0.0593670 0.9988431
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1566 1204 3286 15866494 0.3227535 0.0000759 0.6772465 0.9999241
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 32917 2005 8441 15829187 0.7959041 0.0001266 0.2040959 0.9998734
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 443189 36903 13699 15378759 0.9700167 0.0023939 0.0299833 0.9976061
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 393207 18473 52366 15408504 0.8824749 0.0011974 0.1175251 0.9988026
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 83557 15768 3593 15769632 0.9587722 0.0009989 0.0412278 0.9990011
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402475 30059 28016 15412000 0.9349208 0.0019466 0.0650792 0.9980534
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 23821 10575 1504 15836650 0.9406120 0.0006673 0.0593880 0.9993327
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 1 /Granulocytes /Granulocytes 9564167 6634 164114 6247318 0.9831302 0.0010608 0.0168698 0.9989392
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 28382 11030 21383 15921438 0.5703205 0.0006923 0.4296795 0.9993077
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 43906 14327 4796 15919204 0.9015236 0.0008992 0.0984764 0.9991008
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62072 27455 2173 15890533 0.9661764 0.0017248 0.0338236 0.9982752
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 88154 18523 8299 15867257 0.9139581 0.0011660 0.0860419 0.9988340
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6055 5325 893 15969960 0.8714738 0.0003333 0.1285262 0.9996667
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8539 3634 207 15969853 0.9763320 0.0002275 0.0236680 0.9997725
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 30721 4623 17340 15929549 0.6392085 0.0002901 0.3607915 0.9997099
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19777 12005 3848 15946603 0.8371217 0.0007523 0.1628783 0.9992477
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 594759 21456 18582 15347436 0.9697036 0.0013961 0.0302964 0.9986039
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 922495 57807 49056 14952875 0.9495075 0.0038511 0.0504925 0.9961489
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 29160 28703 12933 15911437 0.6927518 0.0018007 0.3072482 0.9981993
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 80641 35403 9643 15856546 0.8931926 0.0022277 0.1068074 0.9977723
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2722 986 142 15978383 0.9504190 0.0000617 0.0495810 0.9999383
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46314 18493 4998 15912428 0.9025959 0.0011608 0.0974041 0.9988392
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42139 12173 544 15927377 0.9872549 0.0007637 0.0127451 0.9992363
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141280 27113 159 15813681 0.9988758 0.0017116 0.0011242 0.9982884
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 154 4728 1004 15976347 0.1329879 0.0002958 0.8670121 0.9997042
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969377 55512 33911 14923433 0.9662001 0.0037060 0.0337999 0.9962940
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139421 21168 2285 15819359 0.9838751 0.0013363 0.0161249 0.9986637
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1228309 16045 75682 14662197 0.9419613 0.0010931 0.0580387 0.9989069
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1489 1149 3423 15976172 0.3031352 0.0000719 0.6968648 0.9999281
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 35106 4182 7375 15935570 0.8263930 0.0002624 0.1736070 0.9997376
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 445766 30001 13517 15492949 0.9705693 0.0019327 0.0294307 0.9980673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 398961 21603 49254 15512415 0.8901108 0.0013907 0.1098892 0.9986093
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 83298 17464 4010 15877461 0.9540706 0.0010987 0.0459294 0.9989013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 407755 41035 25896 15507547 0.9402838 0.0026391 0.0597162 0.9973609
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24386 10162 1461 15946224 0.9434751 0.0006369 0.0565249 0.9993631
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 1 /Granulocytes /Granulocytes 9608228 6560 93816 6248281 0.9903303 0.0010488 0.0096697 0.9989512
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 30484 7402 19297 15899702 0.6123621 0.0004653 0.3876379 0.9995347
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 43244 10852 4740 15898049 0.9012171 0.0006821 0.0987829 0.9993179
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 60823 17982 1846 15876234 0.9705436 0.0011314 0.0294564 0.9988686
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 87121 15407 8474 15845883 0.9113552 0.0009714 0.0886448 0.9990286
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6031 3802 977 15946075 0.8605879 0.0002384 0.1394121 0.9997616
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8429 3067 210 15945179 0.9756916 0.0001923 0.0243084 0.9998077
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 31594 2697 15823 15906771 0.6663011 0.0001695 0.3336989 0.9998305
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19595 13226 3298 15920766 0.8559385 0.0008300 0.1440615 0.9991700
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589694 15993 19855 15331343 0.9674267 0.0010421 0.0325733 0.9989579
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 944162 67369 42125 14903229 0.9572893 0.0045001 0.0427107 0.9954999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 15702 33056 28356 15879771 0.3563938 0.0020773 0.6436062 0.9979227
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 74872 17042 14836 15850135 0.8346190 0.0010740 0.1653810 0.9989260
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2647 660 196 15953382 0.9310587 0.0000414 0.0689413 0.9999586
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48323 18769 2765 15887028 0.9458777 0.0011800 0.0541223 0.9988200
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42002 11291 681 15902911 0.9840452 0.0007095 0.0159548 0.9992905
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141433 23201 184 15792067 0.9987007 0.0014670 0.0012993 0.9985330
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 217 7749 906 15948013 0.1932324 0.0004857 0.8067676 0.9995143
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969419 48371 33617 14905478 0.9664848 0.0032347 0.0335152 0.9967653
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139202 18113 2514 15797056 0.9822603 0.0011453 0.0177397 0.9988547
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1234576 17677 68039 14636593 0.9477674 0.0012063 0.0522326 0.9987937
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1770 1467 2869 15950779 0.3815477 0.0000920 0.6184523 0.9999080
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 34383 2285 7079 15913138 0.8292654 0.0001436 0.1707346 0.9998564
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 442914 30952 15925 15467094 0.9652928 0.0019972 0.0347072 0.9980028
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 403596 15587 44389 15493313 0.9009141 0.0010050 0.0990859 0.9989950
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 80289 10186 6065 15860345 0.9297658 0.0006418 0.0702342 0.9993582
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 406107 20111 25528 15505139 0.9408574 0.0012954 0.0591426 0.9987046
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24273 12634 1345 15918633 0.9474979 0.0007930 0.0525021 0.9992070
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 1 /Granulocytes /Granulocytes 358375 235926 9687005 6384422 0.0356756 0.0356365 0.9643244 0.9643635
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1941 592363 51593 16019831 0.0362573 0.0356583 0.9637427 0.9643417
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1826 587636 49396 16026870 0.0356487 0.0353689 0.9643513 0.9646311
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2350 592502 63683 16007193 0.0355883 0.0356935 0.9644117 0.9643065
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3626 594534 99181 15968387 0.0352700 0.0358955 0.9647300 0.9641045
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 253 598722 7306 16059447 0.0334700 0.0359416 0.9665300 0.9640584
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 304 593393 8695 16063336 0.0337815 0.0356248 0.9662185 0.9643752
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1812 588213 49107 16026596 0.0355859 0.0354029 0.9644141 0.9645971
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 848 598444 23589 16042847 0.0347015 0.0359614 0.9652985 0.9640386
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 22648 570639 611455 15460986 0.0357166 0.0355946 0.9642834 0.9644054
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 37216 562997 1006275 15059240 0.0356649 0.0360382 0.9643351 0.9639618
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1820 593141 48597 16022170 0.0360989 0.0356985 0.9639011 0.9643015
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3358 595366 91483 15975521 0.0354066 0.0359284 0.9645934 0.9640716
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1905 593214 51509 16019100 0.0356648 0.0357093 0.9643352 0.9642907
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1547 589831 42553 16031797 0.0350794 0.0354858 0.9649206 0.9645142
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 5225 590313 141138 15929052 0.0356989 0.0357346 0.9643011 0.9642654
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 42 592661 1245 16071780 0.0326340 0.0355644 0.9673660 0.9644356
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 38174 561510 1019103 15046941 0.0361060 0.0359747 0.9638940 0.9640253
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 5265 586604 141700 15932159 0.0358249 0.0355114 0.9641751 0.9644886
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 49493 548360 1337334 14730541 0.0356879 0.0358900 0.9643121 0.9641100
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 169 591189 5104 16069266 0.0320501 0.0354846 0.9679499 0.9645154
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1673 594397 43378 16026280 0.0371357 0.0357625 0.9628643 0.9642375
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 17155 581640 459914 15607019 0.0359592 0.0359289 0.9640408 0.9640711
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 17185 579779 463209 15605555 0.0357727 0.0358213 0.9642273 0.9641787
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3637 593285 95243 15973563 0.0367820 0.0358116 0.9632180 0.9641884
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 16178 576939 440472 15632139 0.0354276 0.0355936 0.9645724 0.9644064
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1060 593922 28398 16042348 0.0359834 0.0357004 0.9640166 0.9642996
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 1 /Granulocytes /Granulocytes 346506 227746 9702624 6394905 0.0344812 0.0343889 0.9655188 0.9656111
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1917 577796 51730 16040338 0.0357336 0.0347690 0.9642664 0.9652310
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1812 572891 49350 16047728 0.0354169 0.0344687 0.9645831 0.9655313
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2254 567496 63712 16038319 0.0341691 0.0341745 0.9658309 0.9658255
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3630 575314 99192 15993645 0.0353037 0.0347224 0.9646963 0.9652776
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 279 575473 7301 16088728 0.0368074 0.0345335 0.9631926 0.9654665
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 302 572172 8680 16090627 0.0336228 0.0343383 0.9663772 0.9656617
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1747 567862 49149 16053023 0.0343249 0.0341656 0.9656751 0.9658344
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 843 573122 23570 16074246 0.0345308 0.0344272 0.9654692 0.9655728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21901 556308 612047 15481525 0.0345470 0.0346872 0.9654530 0.9653128
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 36044 543840 1007146 15084751 0.0345517 0.0347978 0.9654483 0.9652022
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1739 575966 49095 16044981 0.0342094 0.0346530 0.9657906 0.9653470
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3349 573683 91644 16003105 0.0352552 0.0346076 0.9647448 0.9653924
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 104 569802 2869 16099006 0.0349815 0.0341837 0.9650185 0.9658163
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1877 570109 51502 16048293 0.0351636 0.0343059 0.9648364 0.9656941
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1425 572866 42701 16054789 0.0322939 0.0344526 0.9677061 0.9655474
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 5091 568120 141335 15957235 0.0347684 0.0343787 0.9652316 0.9656213
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 51 570962 1240 16099528 0.0395043 0.0342499 0.9604957 0.9657501
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 36010 536371 1022066 15077334 0.0340335 0.0343526 0.9659665 0.9656474
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 5048 570342 142122 15954269 0.0343005 0.0345147 0.9656995 0.9654853
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 47629 527577 1339641 14756934 0.0343329 0.0345171 0.9656671 0.9654829
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 176 578879 5092 16087634 0.0334093 0.0347331 0.9665907 0.9652669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1548 569638 43466 16057129 0.0343893 0.0342603 0.9656107 0.9657397
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 16467 559482 461085 15634747 0.0344821 0.0345482 0.9655179 0.9654518
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 16628 556623 463861 15634669 0.0346064 0.0343779 0.9653936 0.9656221
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3425 574861 95603 15997892 0.0345862 0.0346871 0.9654138 0.9653129
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15648 559081 441093 15655959 0.0342601 0.0344792 0.9657399 0.9655208
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 980 574269 28435 16068097 0.0333163 0.0345065 0.9666837 0.9654935
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 1 /Granulocytes /Granulocytes 333293 218757 9333933 6142403 0.0344766 0.0343895 0.9655234 0.9656105
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1807 551932 49627 15425020 0.0351324 0.0345455 0.9648676 0.9654545
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1758 550810 47583 15428235 0.0356296 0.0344708 0.9643704 0.9655292
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2269 549775 61615 15414727 0.0355175 0.0344373 0.9644825 0.9655627
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3475 549690 95133 15380088 0.0352405 0.0345071 0.9647595 0.9654929
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 271 550195 7184 15470736 0.0363514 0.0343423 0.9636486 0.9656577
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 301 556328 8331 15463426 0.0348703 0.0347276 0.9651297 0.9652724
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1673 545867 47282 15433564 0.0341742 0.0341606 0.9658258 0.9658394
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 804 555786 22890 15448906 0.0339326 0.0347264 0.9660674 0.9652736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21142 535130 587298 14884816 0.0347479 0.0347038 0.9652521 0.9652962
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 34356 518267 965061 14510702 0.0343760 0.0344845 0.9656240 0.9655155
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1782 551701 47883 15427020 0.0358804 0.0345272 0.9641196 0.9654728
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3159 552359 88162 15384706 0.0345923 0.0346588 0.9654077 0.9653412
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 111 551696 2730 15473849 0.0390707 0.0344260 0.9609293 0.9655740
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1686 554189 49357 15423154 0.0330310 0.0346859 0.9669690 0.9653141
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1488 548750 40838 15437310 0.0351557 0.0343268 0.9648443 0.9656732
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 4917 545033 135890 15342546 0.0349201 0.0343056 0.9650799 0.9656944
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 547892 1212 15479241 0.0327215 0.0341853 0.9672785 0.9658147
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35228 516077 980559 14496522 0.0346805 0.0343763 0.9653195 0.9656237
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 4890 548169 136320 15339007 0.0346293 0.0345039 0.9653707 0.9654961
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46461 511012 1286921 14183992 0.0348445 0.0347745 0.9651555 0.9652255
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 192 548793 4903 15474498 0.0376840 0.0342497 0.9623160 0.9657503
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1524 551785 41723 15433354 0.0352394 0.0345186 0.9647606 0.9654814
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 15717 540123 443565 15028981 0.0342208 0.0346920 0.9657792 0.9653080
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 15830 538955 445520 15028081 0.0343123 0.0346216 0.9656877 0.9653784
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3236 544483 91705 15388962 0.0340843 0.0341723 0.9659157 0.9658277
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15322 541938 423923 15047203 0.0348826 0.0347638 0.9651174 0.9652362
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1001 548137 27504 15451744 0.0351166 0.0342588 0.9648834 0.9657412
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 1 /Granulocytes /Granulocytes 336185 220573 9411983 6195215 0.0344870 0.0343797 0.9655130 0.9656203
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1712 554745 50152 15557347 0.0330094 0.0344304 0.9669906 0.9655696
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1705 550613 47994 15563644 0.0343065 0.0341693 0.9656935 0.9658307
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2201 555444 62391 15543920 0.0340754 0.0345010 0.9659246 0.9654990
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3527 557740 96216 15506473 0.0353609 0.0347194 0.9646391 0.9652806
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 254 552039 6972 15604691 0.0351508 0.0341677 0.9648492 0.9658323
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 303 556473 8458 15598722 0.0345851 0.0344455 0.9654149 0.9655545
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1725 554112 47817 15560302 0.0348189 0.0343861 0.9651811 0.9656139
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 797 553034 22983 15587142 0.0335156 0.0342644 0.9664844 0.9657356
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21083 540861 593776 15008236 0.0342892 0.0347841 0.9657108 0.9652159
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 35059 525504 977848 14625545 0.0346123 0.0346843 0.9653877 0.9653157
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1700 559754 46327 15556175 0.0353968 0.0347330 0.9646032 0.9652670
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3107 551465 88606 15520778 0.0338774 0.0343116 0.9661226 0.9656884
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 102 555000 2773 15606081 0.0354783 0.0343418 0.9645217 0.9656582
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1877 556498 49970 15555611 0.0362027 0.0345391 0.9637973 0.9654609
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1484 555840 41226 15565406 0.0347460 0.0344787 0.9652540 0.9655213
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 4933 555730 136517 15466776 0.0348745 0.0346843 0.9651255 0.9653157
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 552532 1214 15610169 0.0326693 0.0341856 0.9673307 0.9658144
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35820 526347 986977 14614812 0.0350216 0.0347627 0.9649784 0.9652373
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 4907 552737 137421 15468891 0.0344767 0.0344994 0.9655233 0.9655006
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46816 514191 1297789 14305160 0.0348177 0.0346973 0.9651823 0.9653027
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 193 553407 4982 15605374 0.0372947 0.0342481 0.9627053 0.9657519
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1548 556240 42443 15563725 0.0351890 0.0345063 0.9648110 0.9654937
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 15909 544318 445961 15157768 0.0344448 0.0346653 0.9655552 0.9653347
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 16016 541241 448931 15157768 0.0344469 0.0344761 0.9655531 0.9655239
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3294 551672 92495 15516495 0.0343881 0.0343332 0.9656119 0.9656668
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15236 544258 427619 15176843 0.0344040 0.0346196 0.9655960 0.9653804
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 940 557255 27641 15578120 0.0328890 0.0345362 0.9671110 0.9654638
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 1 /Granulocytes /Granulocytes 337546 221328 9377868 6177638 0.0347433 0.0345881 0.9652567 0.9654119
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1805 553229 50285 15509061 0.0346516 0.0344427 0.9653484 0.9655573
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1678 548884 47427 15516391 0.0341717 0.0341659 0.9658283 0.9658341
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2153 548489 60814 15502924 0.0341925 0.0341708 0.9658075 0.9658292
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3451 556958 95804 15458167 0.0347690 0.0347770 0.9652310 0.9652230
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 255 551557 7100 15555468 0.0346703 0.0342433 0.9653297 0.9657567
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 292 553097 8368 15552623 0.0337182 0.0343417 0.9662818 0.9656583
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1635 554475 47373 15510897 0.0333619 0.0345137 0.9666381 0.9654863
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 814 558910 22335 15532321 0.0351635 0.0347338 0.9648365 0.9652662
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21246 538158 590411 14964565 0.0347352 0.0347138 0.9652648 0.9652862
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 34708 518552 972412 14588708 0.0344626 0.0343247 0.9655374 0.9656753
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1706 554490 48374 15509810 0.0340655 0.0345169 0.9659345 0.9654831
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3067 552379 89240 15469694 0.0332261 0.0344761 0.9667739 0.9655239
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 98 550778 2773 15560731 0.0341344 0.0341854 0.9658656 0.9658146
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1727 550458 49817 15512378 0.0335054 0.0342690 0.9664946 0.9657310
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1471 553342 41252 15518315 0.0344311 0.0344297 0.9655689 0.9655703
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 4921 553539 136703 15419217 0.0347469 0.0346552 0.9652531 0.9653448
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 48 556505 1196 15556631 0.0385852 0.0345373 0.9614148 0.9654627
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35533 524870 988569 14565408 0.0346967 0.0347820 0.9653033 0.9652180
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 4961 553776 137630 15418013 0.0347918 0.0346721 0.9652082 0.9653279
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46152 508934 1293583 14265711 0.0344486 0.0344464 0.9655514 0.9655536
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 165 552733 4885 15556597 0.0326733 0.0343114 0.9673267 0.9656886
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1516 556233 41710 15514921 0.0350715 0.0346106 0.9649285 0.9653894
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 16001 539969 446034 15112376 0.0346316 0.0344976 0.9653684 0.9655024
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 15984 539545 448655 15110196 0.0344009 0.0344763 0.9655991 0.9655237
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3297 553409 92686 15464988 0.0343498 0.0345483 0.9656502 0.9654517
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15258 538741 425429 15134952 0.0346232 0.0343723 0.9653768 0.9656277
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1049 558460 27110 15527761 0.0372527 0.0347167 0.9627473 0.9652833
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 1 Basophils Basophils 1 1 945 190404 0.0010571 0.0000053 0.9989429 0.9999947
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 14 14 1764 189559 0.0078740 0.0000739 0.9921260 0.9999261
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 114 117 2488 188632 0.0438125 0.0006199 0.9561875 0.9993801
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 40 55 2026 189230 0.0193611 0.0002906 0.9806389 0.9997094
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0 0 666 190685 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3872 3999 14259 169221 0.2135569 0.0230862 0.7864431 0.9769138
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 2315 2473 10890 175673 0.1753124 0.0138819 0.8246876 0.9861181
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 3373 3585 8947 175446 0.2737825 0.0200245 0.7262175 0.9799755
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 10 Monocytes Monocytes 2368 2418 13743 172822 0.1469803 0.0137982 0.8530197 0.9862018
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 5 7 238 191101 0.0205761 0.0000366 0.9794239 0.9999634
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 200 225 3152 187774 0.0596659 0.0011968 0.9403341 0.9988032
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 0 0 203 191148 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 14 pDCs pDCs 2 3 656 190690 0.0030395 0.0000157 0.9969605 0.9999843
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 15 ungated ungated 105998 60152 12890 12311 0.8915786 0.8301064 0.1084214 0.1698936
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 1 Basophils Basophils 10 14 251 74001 0.0383142 0.0001892 0.9616858 0.9998108
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 44 47 426 73759 0.0936170 0.0006368 0.9063830 0.9993632
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 51 55 1252 72918 0.0391404 0.0007537 0.9608596 0.9992463
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 122 74154 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 136 148 1093 72899 0.1106591 0.0020261 0.8893409 0.9979739
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 26 29 224 73997 0.1040000 0.0003918 0.8960000 0.9996082
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 4254 4259 3981 61782 0.5165756 0.0644902 0.4834244 0.9355098
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 1339 1343 5564 66030 0.1939736 0.0199338 0.8060264 0.9800662
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1621 1630 2579 68446 0.3859524 0.0232605 0.6140476 0.9767395
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 10 Monocytes Monocytes 1524 1541 3464 67747 0.3055333 0.0222405 0.6944667 0.9777595
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 0 0 87 74189 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 452 474 2331 71019 0.1624147 0.0066300 0.8375853 0.9933700
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 0 0 310 73966 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 14 pDCs pDCs 3 3 577 73693 0.0051724 0.0000407 0.9948276 0.9999593
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 15 ungated ungated 33020 22253 9535 9468 0.7759370 0.7015227 0.2240630 0.2984773
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 1 Basophils Basophils 830 1719 102 179060 0.8905579 0.0095088 0.1094421 0.9904912
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1633 2638 145 177295 0.9184477 0.0146610 0.0815523 0.9853390
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 2330 4490 164 174727 0.9342422 0.0250534 0.0657578 0.9749466
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 2 449 180 181080 0.0109890 0.0024734 0.9890110 0.9975266
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 2035 3354 27 176295 0.9869059 0.0186697 0.0130941 0.9813303
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 635 919 31 180126 0.9534535 0.0050761 0.0465465 0.9949239
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17772 28753 315 134871 0.9825842 0.1757261 0.0174158 0.8242739
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13083 19132 101 149395 0.9923392 0.1135248 0.0076608 0.8864752
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11642 15066 367 154636 0.9694396 0.0887792 0.0305604 0.9112208
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 10 Monocytes Monocytes 16053 22649 7 143002 0.9995641 0.1367272 0.0004359 0.8632728
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 15 221 227 181248 0.0619835 0.0012178 0.9380165 0.9987822
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3287 6311 41 172072 0.9876803 0.0353789 0.0123197 0.9646211
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 36 400 167 181108 0.1773399 0.0022038 0.8226601 0.9977962
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 14 pDCs pDCs 645 1798 9 179259 0.9862385 0.0099306 0.0137615 0.9900694
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 15 ungated ungated 3123 691 106707 71190 0.0284349 0.0096131 0.9715651 0.9903869
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 1 Basophils Basophils 257 367 4 72692 0.9846743 0.0050233 0.0153257 0.9949767
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 389 668 81 72182 0.8276596 0.0091695 0.1723404 0.9908305
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1047 1413 254 70606 0.8047656 0.0196198 0.1952344 0.9803802
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 12 1159 110 72039 0.0983607 0.0158338 0.9016393 0.9841662
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 1132 1361 82 70745 0.9324547 0.0188750 0.0675453 0.9811250
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 250 328 0 72742 1.0000000 0.0044888 0.0000000 0.9955112
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8224 9782 11 55303 0.9986642 0.1502958 0.0013358 0.8497042
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6893 8030 10 58387 0.9985514 0.1209028 0.0014486 0.8790972
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4184 4681 16 64439 0.9961905 0.0677228 0.0038095 0.9322772
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 10 Monocytes Monocytes 4874 7056 111 61279 0.9777332 0.1032560 0.0222668 0.8967440
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 3 79 84 73154 0.0344828 0.0010787 0.9655172 0.9989213
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2774 3552 7 66987 0.9974829 0.0503551 0.0025171 0.9496449
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 289 450 21 72560 0.9322581 0.0061635 0.0677419 0.9938365
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 14 pDCs pDCs 575 957 5 71783 0.9913793 0.0131564 0.0086207 0.9868436
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 15 ungated ungated 2362 172 39259 31527 0.0567502 0.0054260 0.9432498 0.9945740
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 Basophils Basophils 144 245 802 190160 0.1522199 0.0012867 0.8477801 0.9987133
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 429 569 1349 189004 0.2412823 0.0030015 0.7587177 0.9969985
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1026 1716 1576 187033 0.3943121 0.0090914 0.6056879 0.9909086
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 36 173 191133 0.0494505 0.0001883 0.9505495 0.9998117
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 71 99 1995 189186 0.0343659 0.0005230 0.9656341 0.9994770
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 183 317 483 190368 0.2747748 0.0016624 0.7252252 0.9983376
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 312 400 17819 172820 0.0172081 0.0023092 0.9827919 0.9976908
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 2777 3634 10428 174512 0.2102991 0.0203990 0.7897009 0.9796010
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 2490 2600 9830 176431 0.2021104 0.0145226 0.7978896 0.9854774
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 10 Monocytes Monocytes 6001 7319 10110 167921 0.3724784 0.0417656 0.6275216 0.9582344
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 41 70 202 191038 0.1687243 0.0003663 0.8312757 0.9996337
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 199 295 3153 187704 0.0593675 0.0015692 0.9406325 0.9984308
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 1 1 202 191147 0.0049261 0.0000052 0.9950739 0.9999948
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 14 pDCs pDCs 7 9 651 190684 0.0106383 0.0000472 0.9893617 0.9999528
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 15 ungated ungated 101706 58645 17182 13818 0.8554774 0.8093096 0.1445226 0.1906904
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 Basophils Basophils 90 116 171 73899 0.3448276 0.0015672 0.6551724 0.9984328
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0 0 470 73806 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 112 137 1191 72836 0.0859555 0.0018774 0.9140445 0.9981226
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 21 44 101 74110 0.1721311 0.0005934 0.8278689 0.9994066
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 436 788 793 72259 0.3547600 0.0107876 0.6452400 0.9892124
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 86 135 164 73891 0.3440000 0.0018237 0.6560000 0.9981763
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 68 80 8167 65961 0.0082574 0.0012114 0.9917426 0.9987886
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 5225 5547 1678 61826 0.7569173 0.0823327 0.2430827 0.9176673
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 2397 2583 1803 67493 0.5707143 0.0368600 0.4292857 0.9631400
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 10 Monocytes Monocytes 2682 3772 2306 65516 0.5376905 0.0544394 0.4623095 0.9455606
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 18 20 69 74169 0.2068966 0.0002696 0.7931034 0.9997304
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 67 73 2716 71420 0.0240747 0.0010211 0.9759253 0.9989789
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 63 224 247 73742 0.2032258 0.0030284 0.7967742 0.9969716
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 14 pDCs pDCs 167 185 413 73511 0.2879310 0.0025103 0.7120690 0.9974897
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 15 ungated ungated 29055 20085 13500 11636 0.6827635 0.6331768 0.3172365 0.3668232
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 1 Basophils Basophils 93 185 708 151341 0.1161049 0.0012209 0.8838951 0.9987791
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1556 2620 178 147973 0.8973472 0.0173979 0.1026528 0.9826021
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1603 3541 837 146346 0.6569672 0.0236245 0.3430328 0.9763755
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 38 1361 117 150811 0.2451613 0.0089438 0.7548387 0.9910562
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 516 1132 1224 149455 0.2965517 0.0075172 0.7034483 0.9924828
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 253 1163 288 150623 0.4676525 0.0076621 0.5323475 0.9923379
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2131 2958 10211 137027 0.1726625 0.0211308 0.8273375 0.9788692
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3877 5342 5940 137168 0.3949272 0.0374851 0.6050728 0.9625149
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 9 Mature_B_cells Mature_B_cells 8087 11811 2408 130021 0.7705574 0.0832746 0.2294426 0.9167254
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 10 Monocytes Monocytes 6754 9527 5996 130050 0.5297255 0.0682562 0.4702745 0.9317438
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 142 249 96 151840 0.5966387 0.0016372 0.4033613 0.9983628
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 12 Pre_B_cells Pre_B_cells 698 1263 1920 148446 0.2666157 0.0084364 0.7333843 0.9915636
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 13 Pro_B_cells Pro_B_cells 18 205 150 151954 0.1071429 0.0013473 0.8928571 0.9986527
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 14 pDCs pDCs 315 1576 275 150161 0.5338983 0.0103864 0.4661017 0.9896136
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 15 ungated ungated 55142 28171 40756 28258 0.5750068 0.4992291 0.4249932 0.5007709
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 1 Basophils Basophils 114 312 107 53284 0.5158371 0.0058213 0.4841629 0.9941787
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 33 43 372 53369 0.0814815 0.0008051 0.9185185 0.9991949
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 394 750 725 51948 0.3521001 0.0142320 0.6478999 0.9857680
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 58 163 48 53548 0.5471698 0.0030348 0.4528302 0.9969652
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 334 508 692 52283 0.3255361 0.0096229 0.6744639 0.9903771
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 149 883 83 52702 0.6422414 0.0164785 0.3577586 0.9835215
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2743 3022 1402 46650 0.6617612 0.0608391 0.3382388 0.9391609
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2851 3067 1681 46218 0.6290821 0.0622299 0.3709179 0.9377701
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 9 Mature_B_cells Mature_B_cells 2446 2637 819 47915 0.7491577 0.0521641 0.2508423 0.9478359
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 10 Monocytes Monocytes 4072 6682 306 42757 0.9301051 0.1351565 0.0698949 0.8648435
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 84 137 2 53594 0.9767442 0.0025497 0.0232558 0.9974503
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 12 Pre_B_cells Pre_B_cells 2088 2427 294 49008 0.8765743 0.0471858 0.1234257 0.9528142
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 13 Pro_B_cells Pro_B_cells 219 714 40 52844 0.8455598 0.0133313 0.1544402 0.9866687
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 14 pDCs pDCs 330 607 149 52731 0.6889353 0.0113803 0.3110647 0.9886197
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 15 ungated ungated 10150 5800 21032 16835 0.3255083 0.2562403 0.6744917 0.7437597
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 119 12604 1659 176969 0.0669291 0.0664863 0.9330709 0.9335137
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 186 12468 2416 176281 0.0714835 0.0660560 0.9285165 0.9339440
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 8 CD8_T_cells CD8_T_cells 879 11860 12326 166286 0.0665657 0.0665746 0.9334343 0.9334254
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 9 Mature_B_cells Mature_B_cells 830 11840 11490 167191 0.0673701 0.0661338 0.9326299 0.9338662
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 10 Monocytes Monocytes 1082 11707 15029 163533 0.0671591 0.0668055 0.9328409 0.9331945
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 12 Pre_B_cells Pre_B_cells 235 12464 3117 175535 0.0701074 0.0662982 0.9298926 0.9337018
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 14 pDCs pDCs 44 12523 614 178170 0.0668693 0.0656710 0.9331307 0.9343290
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 80 4764 1223 68209 0.0613968 0.0652844 0.9386032 0.9347156
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 97 4696 1132 68351 0.0789260 0.0642874 0.9210740 0.9357126
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 22 4928 228 69098 0.0880000 0.0665712 0.9120000 0.9334288
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 7 CD4_T_cells CD4_T_cells 553 4418 7682 61623 0.0671524 0.0668978 0.9328476 0.9331022
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 8 CD8_T_cells CD8_T_cells 469 4460 6434 62913 0.0679415 0.0661986 0.9320585 0.9338014
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 10 Monocytes Monocytes 358 4623 4630 64665 0.0717723 0.0667215 0.9282277 0.9332785
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 14 pDCs pDCs 42 4775 538 68921 0.0724138 0.0647932 0.9275862 0.9352068
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 1 Basophils Basophils 1 2 945 190403 0.0010571 0.0000105 0.9989429 0.9999895
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 16 16 1762 189557 0.0089989 0.0000844 0.9910011 0.9999156
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 105 108 2497 188641 0.0403536 0.0005722 0.9596464 0.9994278
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 40 40 2026 189245 0.0193611 0.0002113 0.9806389 0.9997887
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 2 3 664 190682 0.0030030 0.0000157 0.9969970 0.9999843
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3855 3936 14276 169284 0.2126193 0.0227225 0.7873807 0.9772775
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 3456 3494 9749 174652 0.2617190 0.0196131 0.7382810 0.9803869
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 3700 3828 8620 175203 0.3003247 0.0213818 0.6996753 0.9786182
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 10 Monocytes Monocytes 1195 1207 14916 174033 0.0741729 0.0068877 0.9258271 0.9931123
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 1 1 242 191107 0.0041152 0.0000052 0.9958848 0.9999948
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 203 212 3149 187787 0.0605609 0.0011277 0.9394391 0.9988723
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 3 3 200 191145 0.0147783 0.0000157 0.9852217 0.9999843
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 14 pDCs pDCs 1 2 657 190691 0.0015198 0.0000105 0.9984802 0.9999895
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 15 ungated ungated 106036 59885 12852 12578 0.8918983 0.8264218 0.1081017 0.1735782
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 1 Basophils Basophils 34 34 227 73981 0.1302682 0.0004594 0.8697318 0.9995406
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 110 113 360 73693 0.2340426 0.0015310 0.7659574 0.9984690
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 270 273 1033 72700 0.2072141 0.0037411 0.7927859 0.9962589
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 1 121 74153 0.0081967 0.0000135 0.9918033 0.9999865
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 257 264 972 72783 0.2091131 0.0036141 0.7908869 0.9963859
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 13 13 237 74013 0.0520000 0.0001756 0.9480000 0.9998244
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 4009 4016 4226 62025 0.4868245 0.0608107 0.5131755 0.9391893
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 1862 1872 5041 65501 0.2697378 0.0277856 0.7302622 0.9722144
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1665 1673 2535 68403 0.3964286 0.0238741 0.6035714 0.9761259
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 10 Monocytes Monocytes 1722 1733 3266 67555 0.3452285 0.0250115 0.6547715 0.9749885
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 24 25 63 74164 0.2758621 0.0003370 0.7241379 0.9996630
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 847 860 1936 70633 0.3043478 0.0120291 0.6956522 0.9879709
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 51 52 259 73914 0.1645161 0.0007030 0.8354839 0.9992970
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 14 pDCs pDCs 21 21 559 73675 0.0362069 0.0002850 0.9637931 0.9997150
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 15 ungated ungated 31606 20834 10949 10887 0.7427094 0.6567889 0.2572906 0.3432111
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 1 Basophils Basophils 944 2112 1 178956 0.9989418 0.0116641 0.0010582 0.9883359
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1630 2624 148 177611 0.9167604 0.0145588 0.0832396 0.9854412
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 2435 4667 115 174796 0.9549020 0.0260054 0.0450980 0.9739946
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 374 181 181457 0.0054945 0.0020569 0.9945055 0.9979431
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 2036 3360 30 176587 0.9854792 0.0186722 0.0145208 0.9813278
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 647 944 19 180403 0.9714715 0.0052055 0.0285285 0.9947945
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17771 28541 322 135379 0.9822031 0.1741154 0.0177969 0.8258846
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13161 19451 35 149366 0.9973477 0.1152194 0.0026523 0.8847806
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11607 15049 409 154948 0.9659621 0.0885251 0.0340379 0.9114749
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 10 Monocytes Monocytes 16082 22548 6 143377 0.9996271 0.1358927 0.0003729 0.8641073
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 232 477 10 181294 0.9586777 0.0026242 0.0413223 0.9973758
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3266 5850 54 172843 0.9837349 0.0327377 0.0162651 0.9672623
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 25 420 178 181390 0.1231527 0.0023101 0.8768473 0.9976899
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 14 pDCs pDCs 622 1450 35 179906 0.9467275 0.0079953 0.0532725 0.9920047
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 15 ungated ungated 3028 659 106983 71343 0.0275245 0.0091525 0.9724755 0.9908475
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 1 Basophils Basophils 258 364 3 72318 0.9885057 0.0050081 0.0114943 0.9949919
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 388 586 82 71887 0.8255319 0.0080858 0.1744681 0.9919142
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1079 1456 220 70188 0.8306390 0.0203227 0.1693610 0.9796773
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 10 307 112 72514 0.0819672 0.0042158 0.9180328 0.9957842
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 1193 1472 29 70249 0.9762684 0.0205240 0.0237316 0.9794760
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 250 301 0 72392 1.0000000 0.0041407 0.0000000 0.9958593
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8217 9760 18 54948 0.9978142 0.1508314 0.0021858 0.8491686
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6880 7906 23 58134 0.9966681 0.1197153 0.0033319 0.8802847
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4192 4720 8 64023 0.9980952 0.0686615 0.0019048 0.9313385
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 10 Monocytes Monocytes 4955 8191 33 59764 0.9933841 0.1205356 0.0066159 0.8794644
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 69 98 18 72758 0.7931034 0.0013451 0.2068966 0.9986549
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2760 3342 11 66830 0.9960303 0.0476258 0.0039697 0.9523742
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 305 406 4 72228 0.9870550 0.0055897 0.0129450 0.9944103
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 14 pDCs pDCs 578 1085 2 71278 0.9965517 0.0149939 0.0034483 0.9850061
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 15 ungated ungated 1690 125 39556 31572 0.0409737 0.0039436 0.9590263 0.9960564
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 1 Basophils Basophils 7 18 939 190387 0.0073996 0.0000945 0.9926004 0.9999055
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 239 345 1539 189228 0.1344207 0.0018199 0.8655793 0.9981801
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1 2 2601 188747 0.0003843 0.0000106 0.9996157 0.9999894
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 16 30 166 191139 0.0879121 0.0001569 0.9120879 0.9998431
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0 1 2066 189284 0.0000000 0.0000053 1.0000000 0.9999947
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 2 4 664 190681 0.0030030 0.0000210 0.9969970 0.9999790
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 126 181 18005 173039 0.0069494 0.0010449 0.9930506 0.9989551
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 2673 3176 10532 174970 0.2024233 0.0178281 0.7975767 0.9821719
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 2741 2965 9579 176066 0.2224838 0.0165614 0.7775162 0.9834386
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 10 Monocytes Monocytes 5169 5519 10942 169721 0.3208367 0.0314940 0.6791633 0.9685060
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 0 1 243 191107 0.0000000 0.0000052 1.0000000 0.9999948
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 78 107 3274 187892 0.0232697 0.0005692 0.9767303 0.9994308
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 1 1 202 191147 0.0049261 0.0000052 0.9950739 0.9999948
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 14 pDCs pDCs 0 0 658 190693 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 15 ungated ungated 106561 61387 12327 11076 0.8963142 0.8471496 0.1036858 0.1528504
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 1 Basophils Basophils 1 1 260 74014 0.0038314 0.0000135 0.9961686 0.9999865
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 137 144 333 73662 0.2914894 0.0019511 0.7085106 0.9980489
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 988 1135 315 71838 0.7582502 0.0155537 0.2417498 0.9844463
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 27 42 95 74112 0.2213115 0.0005664 0.7786885 0.9994336
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 864 1025 365 72022 0.7030106 0.0140321 0.2969894 0.9859679
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 19 22 231 74004 0.0760000 0.0002972 0.9240000 0.9997028
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 6590 6637 1645 59404 0.8002429 0.1004982 0.1997571 0.8995018
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 6442 6626 461 60747 0.9332174 0.0983480 0.0667826 0.9016520
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 3418 3463 782 66613 0.8138095 0.0494178 0.1861905 0.9505822
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 10 Monocytes Monocytes 3662 4062 1326 65226 0.7341620 0.0586249 0.2658380 0.9413751
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 12 14 75 74175 0.1379310 0.0001887 0.8620690 0.9998113
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 56 59 2727 71434 0.0201222 0.0008253 0.9798778 0.9991747
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 178 204 132 73762 0.5741935 0.0027580 0.4258065 0.9972420
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 14 pDCs pDCs 417 466 163 73230 0.7189655 0.0063233 0.2810345 0.9936767
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 15 ungated ungated 18698 8867 23857 22854 0.4393843 0.2795309 0.5606157 0.7204691
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 1 Basophils Basophils 99 249 743 149841 0.1175772 0.0016590 0.8824228 0.9983410
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1554 2611 182 146585 0.8951613 0.0175005 0.1048387 0.9824995
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1571 3426 819 145116 0.6573222 0.0230642 0.3426778 0.9769358
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 24 47 125 150736 0.1610738 0.0003117 0.8389262 0.9996883
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 665 1531 1098 147638 0.3771980 0.0102635 0.6228020 0.9897365
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 206 949 346 149431 0.3731884 0.0063107 0.6268116 0.9936893
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2408 3414 9805 135305 0.1971670 0.0246109 0.8028330 0.9753891
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3959 5492 5766 135715 0.4070951 0.0388933 0.5929049 0.9611067
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 9 Mature_B_cells Mature_B_cells 7456 10301 2494 130681 0.7493467 0.0730661 0.2506533 0.9269339
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 10 Monocytes Monocytes 6818 9716 6108 128290 0.5274640 0.0704027 0.4725360 0.9295973
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 171 291 68 150402 0.7154812 0.0019311 0.2845188 0.9980689
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 12 Pre_B_cells Pre_B_cells 584 1054 1964 147330 0.2291994 0.0071032 0.7708006 0.9928968
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 13 Pro_B_cells Pro_B_cells 23 306 147 150456 0.1352941 0.0020297 0.8647059 0.9979703
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 14 pDCs pDCs 310 1918 299 148405 0.5090312 0.0127592 0.4909688 0.9872408
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 15 ungated ungated 55519 28260 39601 27552 0.5836733 0.5063427 0.4163267 0.4936573
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 1 Basophils Basophils 127 414 74 52608 0.6318408 0.0078081 0.3681592 0.9921919
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 35 48 379 52761 0.0845411 0.0009089 0.9154589 0.9990911
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 387 726 754 51356 0.3391762 0.0139396 0.6608238 0.9860604
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 53 195 57 52918 0.4818182 0.0036714 0.5181818 0.9963286
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 336 479 697 51711 0.3252662 0.0091780 0.6747338 0.9908220
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 156 908 67 52092 0.6995516 0.0171321 0.3004484 0.9828679
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2472 2726 1495 46530 0.6231409 0.0553435 0.3768591 0.9446565
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2952 3170 1660 45441 0.6400694 0.0652116 0.3599306 0.9347884
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 9 Mature_B_cells Mature_B_cells 2228 2418 898 47679 0.7127319 0.0482664 0.2872681 0.9517336
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 10 Monocytes Monocytes 3795 6077 424 42927 0.8995023 0.1240103 0.1004977 0.8759897
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 84 145 1 52993 0.9882353 0.0027287 0.0117647 0.9972713
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 12 Pre_B_cells Pre_B_cells 2126 2484 315 48298 0.8709545 0.0489150 0.1290455 0.9510850
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 13 Pro_B_cells Pro_B_cells 235 879 36 52073 0.8671587 0.0165999 0.1328413 0.9834001
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 14 pDCs pDCs 315 558 143 52207 0.6877729 0.0105752 0.3122271 0.9894248
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 15 ungated ungated 10667 6028 20255 16273 0.3449648 0.2703018 0.6550352 0.7296982
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 119 12604 1659 176969 0.0669291 0.0664863 0.9330709 0.9335137
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 186 12468 2416 176281 0.0714835 0.0660560 0.9285165 0.9339440
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 8 CD8_T_cells CD8_T_cells 879 11860 12326 166286 0.0665657 0.0665746 0.9334343 0.9334254
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 9 Mature_B_cells Mature_B_cells 830 11840 11490 167191 0.0673701 0.0661338 0.9326299 0.9338662
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 10 Monocytes Monocytes 1082 11707 15029 163533 0.0671591 0.0668055 0.9328409 0.9331945
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 12 Pre_B_cells Pre_B_cells 235 12464 3117 175535 0.0701074 0.0662982 0.9298926 0.9337018
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 14 pDCs pDCs 44 12523 614 178170 0.0668693 0.0656710 0.9331307 0.9343290
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 80 4764 1223 68209 0.0613968 0.0652844 0.9386032 0.9347156
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 97 4696 1132 68351 0.0789260 0.0642874 0.9210740 0.9357126
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 22 4928 228 69098 0.0880000 0.0665712 0.9120000 0.9334288
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 7 CD4_T_cells CD4_T_cells 553 4418 7682 61623 0.0671524 0.0668978 0.9328476 0.9331022
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 8 CD8_T_cells CD8_T_cells 469 4460 6434 62913 0.0679415 0.0661986 0.9320585 0.9338014
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 10 Monocytes Monocytes 358 4623 4630 64665 0.0717723 0.0667215 0.9282277 0.9332785
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 14 pDCs pDCs 42 4775 538 68921 0.0724138 0.0647932 0.9275862 0.9352068
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 1 Basophils Basophils 9 9 937 190396 0.0095137 0.0000473 0.9904863 0.9999527
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 25 27 1753 189546 0.0140607 0.0001424 0.9859393 0.9998576
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 78 78 2524 188671 0.0299769 0.0004132 0.9700231 0.9995868
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 114 116 1952 189169 0.0551791 0.0006128 0.9448209 0.9993872
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 9 9 657 190676 0.0135135 0.0000472 0.9864865 0.9999528
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3190 3245 14941 169975 0.1759418 0.0187334 0.8240582 0.9812666
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 3095 3138 10110 175008 0.2343809 0.0176148 0.7656191 0.9823852
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 4511 4794 7809 174237 0.3661526 0.0267775 0.6338474 0.9732225
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 10 Monocytes Monocytes 840 852 15271 174388 0.0521383 0.0048619 0.9478617 0.9951381
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 4 8 239 191100 0.0164609 0.0000419 0.9835391 0.9999581
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 200 215 3152 187784 0.0596659 0.0011436 0.9403341 0.9988564
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 3 4 200 191144 0.0147783 0.0000209 0.9852217 0.9999791
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 14 pDCs pDCs 15 15 643 190678 0.0227964 0.0000787 0.9772036 0.9999213
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 15 ungated ungated 106379 60369 12509 12094 0.8947833 0.8331010 0.1052167 0.1668990
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 1 Basophils Basophils 29 30 232 73985 0.1111111 0.0004053 0.8888889 0.9995947
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 86 89 384 73717 0.1829787 0.0012059 0.8170213 0.9987941
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 342 343 961 72630 0.2624712 0.0047004 0.7375288 0.9952996
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 1 121 74153 0.0081967 0.0000135 0.9918033 0.9999865
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 192 193 1037 72854 0.1562246 0.0026421 0.8437754 0.9973579
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 13 14 237 74012 0.0520000 0.0001891 0.9480000 0.9998109
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 3152 3157 5083 62884 0.3827565 0.0478036 0.6172435 0.9521964
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 2672 2680 4231 64693 0.3870781 0.0397785 0.6129219 0.9602215
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1292 1296 2908 68780 0.3076190 0.0184942 0.6923810 0.9815058
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 10 Monocytes Monocytes 1377 1391 3611 67897 0.2760626 0.0200756 0.7239374 0.9799244
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 21 21 66 74168 0.2413793 0.0002831 0.7586207 0.9997169
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 822 840 1961 70653 0.2953647 0.0117494 0.7046353 0.9882506
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 16 16 294 73950 0.0516129 0.0002163 0.9483871 0.9997837
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 14 pDCs pDCs 4 4 576 73692 0.0068966 0.0000543 0.9931034 0.9999457
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 15 ungated ungated 32483 21699 10072 10022 0.7633181 0.6840579 0.2366819 0.3159421
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 1 Basophils Basophils 944 2051 1 179109 0.9989418 0.0113215 0.0010582 0.9886785
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1630 2620 148 177707 0.9167604 0.0145292 0.0832396 0.9854708
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 2457 4696 109 174843 0.9575214 0.0261559 0.0424786 0.9738441
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 356 181 181567 0.0054945 0.0019569 0.9945055 0.9980431
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 2037 3357 27 176684 0.9869186 0.0186458 0.0130814 0.9813542
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 647 942 19 180497 0.9714715 0.0051918 0.0285285 0.9948082
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17831 28645 267 135362 0.9852470 0.1746572 0.0147530 0.8253428
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13165 19493 32 149415 0.9975752 0.1154060 0.0024248 0.8845940
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11581 15009 422 155093 0.9648421 0.0882353 0.0351579 0.9117647
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 10 Monocytes Monocytes 16086 22614 6 143399 0.9996271 0.1362182 0.0003729 0.8637818
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 9 227 234 181635 0.0370370 0.0012482 0.9629630 0.9987518
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3265 6360 56 172424 0.9831376 0.0355737 0.0168624 0.9644263
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 25 375 178 181527 0.1231527 0.0020615 0.8768473 0.9979385
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 14 pDCs pDCs 634 1496 22 179953 0.9664634 0.0082447 0.0335366 0.9917553
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 15 ungated ungated 2943 609 107148 71405 0.0267324 0.0084567 0.9732676 0.9915433
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 1 Basophils Basophils 257 368 4 72665 0.9846743 0.0050388 0.0153257 0.9949612
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 388 665 82 72159 0.8255319 0.0091316 0.1744681 0.9908684
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1040 1403 260 70591 0.8000000 0.0194877 0.2000000 0.9805123
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 10 1215 112 71957 0.0819672 0.0166047 0.9180328 0.9833953
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 1169 1411 57 70657 0.9535073 0.0195787 0.0464927 0.9804213
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 250 330 0 72714 1.0000000 0.0045178 0.0000000 0.9954822
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8228 9797 7 55262 0.9991500 0.1505864 0.0008500 0.8494136
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6893 8029 10 58362 0.9985514 0.1209351 0.0014486 0.8790649
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4192 4700 8 64394 0.9980952 0.0680233 0.0019048 0.9319767
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 10 Monocytes Monocytes 4870 7041 114 61269 0.9771268 0.1030742 0.0228732 0.8969258
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 62 117 25 73090 0.7126437 0.0015982 0.2873563 0.9984018
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2772 3377 8 67137 0.9971223 0.0478912 0.0028777 0.9521088
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 303 445 7 72539 0.9774194 0.0060972 0.0225806 0.9939028
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 14 pDCs pDCs 580 1038 0 71676 1.0000000 0.0142751 0.0000000 0.9857249
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 15 ungated ungated 2179 165 39407 31543 0.0523974 0.0052037 0.9476026 0.9947963
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 1 Basophils Basophils 476 724 470 189681 0.5031712 0.0038024 0.4968288 0.9961976
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 14 17 1764 189556 0.0078740 0.0000897 0.9921260 0.9999103
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 155 232 2447 188517 0.0595696 0.0012291 0.9404304 0.9987709
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 4 4 178 191165 0.0219780 0.0000209 0.9780220 0.9999791
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 716 1020 1350 188265 0.3465634 0.0053887 0.6534366 0.9946113
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 224 304 442 190381 0.3363363 0.0015943 0.6636637 0.9984057
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 168 243 17963 172977 0.0092659 0.0014028 0.9907341 0.9985972
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 6377 8713 6828 169433 0.4829231 0.0489093 0.5170769 0.9510907
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 1 3 12319 179028 0.0000812 0.0000168 0.9999188 0.9999832
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 10 Monocytes Monocytes 6123 6681 9988 168559 0.3800509 0.0381249 0.6199491 0.9618751
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 147 207 96 190901 0.6049383 0.0010832 0.3950617 0.9989168
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 56 75 3296 187924 0.0167064 0.0003989 0.9832936 0.9996011
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 9 14 194 191134 0.0443350 0.0000732 0.9556650 0.9999268
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 14 pDCs pDCs 163 231 495 190462 0.2477204 0.0012114 0.7522796 0.9987886
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 15 ungated ungated 100465 57785 18423 14678 0.8450390 0.7974415 0.1549610 0.2025585
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 1 Basophils Basophils 37 72 224 73943 0.1417625 0.0009728 0.8582375 0.9990272
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 25 31 445 73775 0.0531915 0.0004200 0.9468085 0.9995800
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1135 1713 168 71260 0.8710668 0.0234744 0.1289332 0.9765256
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 93 306 29 73848 0.7622951 0.0041265 0.2377049 0.9958735
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 111 124 1118 72923 0.0903173 0.0016975 0.9096827 0.9983025
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 165 224 85 73802 0.6600000 0.0030260 0.3400000 0.9969740
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 2631 2735 5604 63306 0.3194900 0.0414137 0.6805100 0.9585863
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 3436 3493 3467 63880 0.4977546 0.0518457 0.5022454 0.9481543
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 263 268 3937 69808 0.0626190 0.0038244 0.9373810 0.9961756
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 10 Monocytes Monocytes 110 128 4878 69160 0.0220529 0.0018474 0.9779471 0.9981526
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 21 26 66 74163 0.2413793 0.0003505 0.7586207 0.9996495
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 537 560 2246 70933 0.1929572 0.0078329 0.8070428 0.9921671
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 38 62 272 73904 0.1225806 0.0008382 0.8774194 0.9991618
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 14 pDCs pDCs 5 5 575 73691 0.0086207 0.0000678 0.9913793 0.9999322
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 15 ungated ungated 32989 22933 9566 8788 0.7752086 0.7229596 0.2247914 0.2770404
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 1 Basophils Basophils 99 250 745 150523 0.1172986 0.0016581 0.8827014 0.9983419
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1545 2597 190 147285 0.8904899 0.0173270 0.1095101 0.9826730
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1590 3477 808 145742 0.6630525 0.0233013 0.3369475 0.9766987
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 28 55 123 151411 0.1854305 0.0003631 0.8145695 0.9996369
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 670 1563 1105 148279 0.3774648 0.0104310 0.6225352 0.9895690
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 205 966 345 150101 0.3727273 0.0063945 0.6272727 0.9936055
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2321 3269 10137 135890 0.1863060 0.0234911 0.8136940 0.9765089
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3872 5348 5909 136488 0.3958695 0.0377055 0.6041305 0.9622945
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 9 Mature_B_cells Mature_B_cells 7312 10176 2594 131535 0.7381385 0.0718081 0.2618615 0.9281919
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 10 Monocytes Monocytes 6893 9895 6022 128807 0.5337205 0.0713400 0.4662795 0.9286600
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 179 307 53 151078 0.7715517 0.0020279 0.2284483 0.9979721
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 12 Pre_B_cells Pre_B_cells 595 1044 1964 148014 0.2325127 0.0070040 0.7674873 0.9929960
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 13 Pro_B_cells Pro_B_cells 21 269 154 151173 0.1200000 0.0017763 0.8800000 0.9982237
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 14 pDCs pDCs 316 1880 291 149130 0.5205931 0.0124495 0.4794069 0.9875505
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 15 ungated ungated 56161 28714 39370 27372 0.5878825 0.5119638 0.4121175 0.4880362
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 1 Basophils Basophils 131 468 69 52214 0.6550000 0.0088835 0.3450000 0.9911165
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 35 48 375 52424 0.0853659 0.0009148 0.9146341 0.9990852
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 393 727 729 51033 0.3502674 0.0140456 0.6497326 0.9859544
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 46 207 60 52569 0.4339623 0.0039222 0.5660377 0.9960778
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 318 456 705 51403 0.3108504 0.0087931 0.6891496 0.9912069
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 156 833 69 51824 0.6933333 0.0158194 0.3066667 0.9841806
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2283 2533 1602 46464 0.5876448 0.0516970 0.4123552 0.9483030
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2898 3115 1694 45175 0.6310976 0.0645061 0.3689024 0.9354939
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 9 Mature_B_cells Mature_B_cells 2203 2392 912 47375 0.7072231 0.0480640 0.2927769 0.9519360
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 10 Monocytes Monocytes 3642 5762 524 42954 0.8742199 0.1182774 0.1257801 0.8817226
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 86 154 1 52641 0.9885057 0.0029169 0.0114943 0.9970831
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 12 Pre_B_cells Pre_B_cells 2174 2571 282 47855 0.8851792 0.0509856 0.1148208 0.9490144
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 13 Pro_B_cells Pro_B_cells 218 725 54 51885 0.8014706 0.0137807 0.1985294 0.9862193
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 14 pDCs pDCs 284 495 168 51935 0.6283186 0.0094412 0.3716814 0.9905588
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 15 ungated ungated 11205 6324 19566 15787 0.3641416 0.2860115 0.6358584 0.7139885
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 119 12604 1659 176969 0.0669291 0.0664863 0.9330709 0.9335137
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 186 12468 2416 176281 0.0714835 0.0660560 0.9285165 0.9339440
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 8 CD8_T_cells CD8_T_cells 879 11860 12326 166286 0.0665657 0.0665746 0.9334343 0.9334254
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 9 Mature_B_cells Mature_B_cells 830 11840 11490 167191 0.0673701 0.0661338 0.9326299 0.9338662
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 10 Monocytes Monocytes 1082 11707 15029 163533 0.0671591 0.0668055 0.9328409 0.9331945
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 12 Pre_B_cells Pre_B_cells 235 12464 3117 175535 0.0701074 0.0662982 0.9298926 0.9337018
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 14 pDCs pDCs 44 12523 614 178170 0.0668693 0.0656710 0.9331307 0.9343290
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 80 4764 1223 68209 0.0613968 0.0652844 0.9386032 0.9347156
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 97 4696 1132 68351 0.0789260 0.0642874 0.9210740 0.9357126
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 22 4928 228 69098 0.0880000 0.0665712 0.9120000 0.9334288
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 7 CD4_T_cells CD4_T_cells 553 4418 7682 61623 0.0671524 0.0668978 0.9328476 0.9331022
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 8 CD8_T_cells CD8_T_cells 469 4460 6434 62913 0.0679415 0.0661986 0.9320585 0.9338014
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 10 Monocytes Monocytes 358 4623 4630 64665 0.0717723 0.0667215 0.9282277 0.9332785
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 14 pDCs pDCs 42 4775 538 68921 0.0724138 0.0647932 0.9275862 0.9352068
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Samusik_seed-42 cyanno num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 296 15 3499 752093 0.0779974 0.0000199 0.9220026 0.9999801
dataset_name-Samusik_seed-42 cyanno num-1 run0 2 Basophils Basophils 2531 234 1132 752006 0.6909637 0.0003111 0.3090363 0.9996889
dataset_name-Samusik_seed-42 cyanno num-1 run0 3 CD4 T cells CD4 T cells 4605 224 468 750606 0.9077469 0.0002983 0.0922531 0.9997017
dataset_name-Samusik_seed-42 cyanno num-1 run0 4 CD8 T cells CD8 T cells 10660 198 299 744746 0.9727165 0.0002658 0.0272835 0.9997342
dataset_name-Samusik_seed-42 cyanno num-1 run0 5 CLP CLP 0 0 434 755469 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 6 CMP CMP 60 2 1808 754033 0.0321199 0.0000027 0.9678801 0.9999973
dataset_name-Samusik_seed-42 cyanno num-1 run0 7 Classical Monocytes Classical Monocytes 87314 5540 3261 659788 0.9639967 0.0083267 0.0360033 0.9916733
dataset_name-Samusik_seed-42 cyanno num-1 run0 8 Eosinophils Eosinophils 45991 2873 1258 705781 0.9733751 0.0040542 0.0266249 0.9959458
dataset_name-Samusik_seed-42 cyanno num-1 run0 9 GMP GMP 2638 623 3000 749642 0.4678964 0.0008304 0.5321036 0.9991696
dataset_name-Samusik_seed-42 cyanno num-1 run0 10 HSC HSC 0 0 26 755877 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41399 3289 2231 708984 0.9488655 0.0046176 0.0511345 0.9953824
dataset_name-Samusik_seed-42 cyanno num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101644 2535 928 650796 0.9909527 0.0038801 0.0090473 0.9961199
dataset_name-Samusik_seed-42 cyanno num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16383 1482 2034 736004 0.8895586 0.0020095 0.1104414 0.9979905
dataset_name-Samusik_seed-42 cyanno num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 73112 5230 2583 674978 0.9658762 0.0076888 0.0341238 0.9923112
dataset_name-Samusik_seed-42 cyanno num-1 run0 15 MEP MEP 2572 670 2402 750259 0.5170889 0.0008922 0.4829111 0.9991078
dataset_name-Samusik_seed-42 cyanno num-1 run0 16 MPP MPP 72 5 1049 754777 0.0642284 0.0000066 0.9357716 0.9999934
dataset_name-Samusik_seed-42 cyanno num-1 run0 17 Macrophages Macrophages 963 200 1674 753066 0.3651877 0.0002655 0.6348123 0.9997345
dataset_name-Samusik_seed-42 cyanno num-1 run0 18 NK cells NK cells 2007 131 1071 752694 0.6520468 0.0001740 0.3479532 0.9998260
dataset_name-Samusik_seed-42 cyanno num-1 run0 19 NKT cells NKT cells 6992 346 648 747917 0.9151832 0.0004624 0.0848168 0.9995376
dataset_name-Samusik_seed-42 cyanno num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6740 316 337 748510 0.9523810 0.0004220 0.0476190 0.9995780
dataset_name-Samusik_seed-42 cyanno num-1 run0 21 Plasma Cells Plasma Cells 305 21 1270 754307 0.1936508 0.0000278 0.8063492 0.9999722
dataset_name-Samusik_seed-42 cyanno num-1 run0 22 gd T cells gd T cells 33 0 316 755554 0.0945559 0.0000000 0.9054441 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 23 mDCs mDCs 352 66 628 754857 0.3591837 0.0000874 0.6408163 0.9999126
dataset_name-Samusik_seed-42 cyanno num-1 run0 24 pDCs pDCs 23159 439 457 731848 0.9806487 0.0005995 0.0193513 0.9994005
dataset_name-Samusik_seed-42 cyanno num-1 run0 25 ungated ungated 268968 32668 24294 429973 0.9171594 0.0706120 0.0828406 0.9293880
dataset_name-Samusik_seed-42 cyanno num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 687 62 3077 757105 0.1825186 0.0000819 0.8174814 0.9999181
dataset_name-Samusik_seed-42 cyanno num-2 run0 2 Basophils Basophils 2561 330 940 757100 0.7315053 0.0004357 0.2684947 0.9995643
dataset_name-Samusik_seed-42 cyanno num-2 run0 3 CD4 T cells CD4 T cells 4441 146 483 755861 0.9019090 0.0001931 0.0980910 0.9998069
dataset_name-Samusik_seed-42 cyanno num-2 run0 4 CD8 T cells CD8 T cells 10489 265 395 749782 0.9637082 0.0003533 0.0362918 0.9996467
dataset_name-Samusik_seed-42 cyanno num-2 run0 5 CLP CLP 0 0 446 760485 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 6 CMP CMP 226 14 1586 759105 0.1247241 0.0000184 0.8752759 0.9999816
dataset_name-Samusik_seed-42 cyanno num-2 run0 7 Classical Monocytes Classical Monocytes 87955 6571 1771 664634 0.9802621 0.0097899 0.0197379 0.9902101
dataset_name-Samusik_seed-42 cyanno num-2 run0 8 Eosinophils Eosinophils 44108 2496 1624 712703 0.9644888 0.0034899 0.0355112 0.9965101
dataset_name-Samusik_seed-42 cyanno num-2 run0 9 GMP GMP 2734 363 2572 755262 0.5152657 0.0004804 0.4847343 0.9995196
dataset_name-Samusik_seed-42 cyanno num-2 run0 10 HSC HSC 0 0 26 760905 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43073 3315 1574 712969 0.9647457 0.0046281 0.0352543 0.9953719
dataset_name-Samusik_seed-42 cyanno num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104108 2388 1329 653106 0.9873953 0.0036431 0.0126047 0.9963569
dataset_name-Samusik_seed-42 cyanno num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16948 1412 2208 740363 0.8847359 0.0019035 0.1152641 0.9980965
dataset_name-Samusik_seed-42 cyanno num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70167 4193 5204 681367 0.9309549 0.0061162 0.0690451 0.9938838
dataset_name-Samusik_seed-42 cyanno num-2 run0 15 MEP MEP 2977 794 1810 755350 0.6218926 0.0010501 0.3781074 0.9989499
dataset_name-Samusik_seed-42 cyanno num-2 run0 16 MPP MPP 108 6 992 759825 0.0981818 0.0000079 0.9018182 0.9999921
dataset_name-Samusik_seed-42 cyanno num-2 run0 17 Macrophages Macrophages 994 165 1600 758172 0.3831920 0.0002176 0.6168080 0.9997824
dataset_name-Samusik_seed-42 cyanno num-2 run0 18 NK cells NK cells 2363 148 549 757871 0.8114698 0.0001952 0.1885302 0.9998048
dataset_name-Samusik_seed-42 cyanno num-2 run0 19 NKT cells NKT cells 6897 348 657 753029 0.9130262 0.0004619 0.0869738 0.9995381
dataset_name-Samusik_seed-42 cyanno num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6792 455 297 753387 0.9581041 0.0006036 0.0418959 0.9993964
dataset_name-Samusik_seed-42 cyanno num-2 run0 21 Plasma Cells Plasma Cells 372 30 1173 759356 0.2407767 0.0000395 0.7592233 0.9999605
dataset_name-Samusik_seed-42 cyanno num-2 run0 22 gd T cells gd T cells 58 3 289 760581 0.1671470 0.0000039 0.8328530 0.9999961
dataset_name-Samusik_seed-42 cyanno num-2 run0 23 mDCs mDCs 204 49 785 759893 0.2062690 0.0000645 0.7937310 0.9999355
dataset_name-Samusik_seed-42 cyanno num-2 run0 24 pDCs pDCs 23165 486 446 736834 0.9811105 0.0006591 0.0188895 0.9993409
dataset_name-Samusik_seed-42 cyanno num-2 run0 25 ungated ungated 273832 31633 23839 431627 0.9199149 0.0682835 0.0800851 0.9317165
dataset_name-Samusik_seed-42 cyanno num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 227 9 3670 753182 0.0582499 0.0000119 0.9417501 0.9999881
dataset_name-Samusik_seed-42 cyanno num-3 run0 2 Basophils Basophils 2597 347 1102 753042 0.7020816 0.0004606 0.2979184 0.9995394
dataset_name-Samusik_seed-42 cyanno num-3 run0 3 CD4 T cells CD4 T cells 4620 233 447 751788 0.9117821 0.0003098 0.0882179 0.9996902
dataset_name-Samusik_seed-42 cyanno num-3 run0 4 CD8 T cells CD8 T cells 10881 251 275 745681 0.9753496 0.0003365 0.0246504 0.9996635
dataset_name-Samusik_seed-42 cyanno num-3 run0 5 CLP CLP 0 0 428 756660 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 6 CMP CMP 89 6 1753 755240 0.0483170 0.0000079 0.9516830 0.9999921
dataset_name-Samusik_seed-42 cyanno num-3 run0 7 Classical Monocytes Classical Monocytes 85667 5637 1927 663857 0.9780008 0.0084198 0.0219992 0.9915802
dataset_name-Samusik_seed-42 cyanno num-3 run0 8 Eosinophils Eosinophils 46950 2680 1895 705563 0.9612038 0.0037840 0.0387962 0.9962160
dataset_name-Samusik_seed-42 cyanno num-3 run0 9 GMP GMP 3287 552 2182 751067 0.6010240 0.0007344 0.3989760 0.9992656
dataset_name-Samusik_seed-42 cyanno num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42717 3167 2704 708500 0.9404681 0.0044501 0.0595319 0.9955499
dataset_name-Samusik_seed-42 cyanno num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 98888 2374 1085 654741 0.9891471 0.0036128 0.0108529 0.9963872
dataset_name-Samusik_seed-42 cyanno num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16312 1133 3218 736425 0.8352279 0.0015362 0.1647721 0.9984638
dataset_name-Samusik_seed-42 cyanno num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71060 4741 2695 678592 0.9634601 0.0069381 0.0365399 0.9930619
dataset_name-Samusik_seed-42 cyanno num-3 run0 15 MEP MEP 3498 1119 1481 750990 0.7025507 0.0014878 0.2974493 0.9985122
dataset_name-Samusik_seed-42 cyanno num-3 run0 16 MPP MPP 85 7 1035 755961 0.0758929 0.0000093 0.9241071 0.9999907
dataset_name-Samusik_seed-42 cyanno num-3 run0 17 Macrophages Macrophages 1102 257 1605 754124 0.4070927 0.0003407 0.5929073 0.9996593
dataset_name-Samusik_seed-42 cyanno num-3 run0 18 NK cells NK cells 2122 204 930 753832 0.6952818 0.0002705 0.3047182 0.9997295
dataset_name-Samusik_seed-42 cyanno num-3 run0 19 NKT cells NKT cells 6734 308 938 749108 0.8777372 0.0004110 0.1222628 0.9995890
dataset_name-Samusik_seed-42 cyanno num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6691 448 251 749698 0.9638433 0.0005972 0.0361567 0.9994028
dataset_name-Samusik_seed-42 cyanno num-3 run0 21 Plasma Cells Plasma Cells 1152 71 101 755764 0.9193935 0.0000939 0.0806065 0.9999061
dataset_name-Samusik_seed-42 cyanno num-3 run0 22 gd T cells gd T cells 44 2 311 756731 0.1239437 0.0000026 0.8760563 0.9999974
dataset_name-Samusik_seed-42 cyanno num-3 run0 23 mDCs mDCs 305 52 667 756064 0.3137860 0.0000688 0.6862140 0.9999312
dataset_name-Samusik_seed-42 cyanno num-3 run0 24 pDCs pDCs 23319 508 463 732798 0.9805315 0.0006928 0.0194685 0.9993072
dataset_name-Samusik_seed-42 cyanno num-3 run0 25 ungated ungated 273595 31040 23955 428498 0.9194925 0.0675461 0.0805075 0.9324539
dataset_name-Samusik_seed-42 cyanno num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 475 31 3286 754346 0.1262962 0.0000411 0.8737038 0.9999589
dataset_name-Samusik_seed-42 cyanno num-4 run0 2 Basophils Basophils 2475 261 1142 754260 0.6842687 0.0003459 0.3157313 0.9996541
dataset_name-Samusik_seed-42 cyanno num-4 run0 3 CD4 T cells CD4 T cells 4506 215 606 752811 0.8814554 0.0002855 0.1185446 0.9997145
dataset_name-Samusik_seed-42 cyanno num-4 run0 4 CD8 T cells CD8 T cells 10968 259 266 746645 0.9763219 0.0003468 0.0236781 0.9996532
dataset_name-Samusik_seed-42 cyanno num-4 run0 5 CLP CLP 0 0 434 757704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 6 CMP CMP 134 5 1701 756298 0.0730245 0.0000066 0.9269755 0.9999934
dataset_name-Samusik_seed-42 cyanno num-4 run0 7 Classical Monocytes Classical Monocytes 86302 5610 1902 664324 0.9784364 0.0083740 0.0215636 0.9916260
dataset_name-Samusik_seed-42 cyanno num-4 run0 8 Eosinophils Eosinophils 46653 2558 1931 706996 0.9602544 0.0036051 0.0397456 0.9963949
dataset_name-Samusik_seed-42 cyanno num-4 run0 9 GMP GMP 3165 573 2253 752147 0.5841639 0.0007612 0.4158361 0.9992388
dataset_name-Samusik_seed-42 cyanno num-4 run0 10 HSC HSC 0 0 24 758114 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41784 3292 2216 710846 0.9496364 0.0046098 0.0503636 0.9953902
dataset_name-Samusik_seed-42 cyanno num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101493 2324 1242 653079 0.9879106 0.0035459 0.0120894 0.9964541
dataset_name-Samusik_seed-42 cyanno num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16602 1732 2146 737658 0.8855345 0.0023425 0.1144655 0.9976575
dataset_name-Samusik_seed-42 cyanno num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 70593 4499 4856 678190 0.9356386 0.0065901 0.0643614 0.9934099
dataset_name-Samusik_seed-42 cyanno num-4 run0 15 MEP MEP 3043 780 1842 752473 0.6229273 0.0010355 0.3770727 0.9989645
dataset_name-Samusik_seed-42 cyanno num-4 run0 16 MPP MPP 54 3 1071 757010 0.0480000 0.0000040 0.9520000 0.9999960
dataset_name-Samusik_seed-42 cyanno num-4 run0 17 Macrophages Macrophages 872 141 1778 755347 0.3290566 0.0001866 0.6709434 0.9998134
dataset_name-Samusik_seed-42 cyanno num-4 run0 18 NK cells NK cells 2364 185 427 755162 0.8470082 0.0002449 0.1529918 0.9997551
dataset_name-Samusik_seed-42 cyanno num-4 run0 19 NKT cells NKT cells 6993 370 578 750197 0.9236561 0.0004930 0.0763439 0.9995070
dataset_name-Samusik_seed-42 cyanno num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6767 404 370 750597 0.9481575 0.0005379 0.0518425 0.9994621
dataset_name-Samusik_seed-42 cyanno num-4 run0 21 Plasma Cells Plasma Cells 1022 101 476 756539 0.6822430 0.0001335 0.3177570 0.9998665
dataset_name-Samusik_seed-42 cyanno num-4 run0 22 gd T cells gd T cells 3 0 358 757777 0.0083102 0.0000000 0.9916898 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 23 mDCs mDCs 325 50 630 757133 0.3403141 0.0000660 0.6596859 0.9999340
dataset_name-Samusik_seed-42 cyanno num-4 run0 24 pDCs pDCs 23258 443 546 733891 0.9770627 0.0006033 0.0229373 0.9993967
dataset_name-Samusik_seed-42 cyanno num-4 run0 25 ungated ungated 272525 31926 23681 430006 0.9200523 0.0691141 0.0799477 0.9308859
dataset_name-Samusik_seed-42 cyanno num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 368 18 3451 760525 0.0963603 0.0000237 0.9036397 0.9999763
dataset_name-Samusik_seed-42 cyanno num-5 run0 2 Basophils Basophils 2318 159 1317 760568 0.6376891 0.0002090 0.3623109 0.9997910
dataset_name-Samusik_seed-42 cyanno num-5 run0 3 CD4 T cells CD4 T cells 4599 205 624 758934 0.8805284 0.0002700 0.1194716 0.9997300
dataset_name-Samusik_seed-42 cyanno num-5 run0 4 CD8 T cells CD8 T cells 11050 228 488 752596 0.9577050 0.0003029 0.0422950 0.9996971
dataset_name-Samusik_seed-42 cyanno num-5 run0 5 CLP CLP 0 0 441 763921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 6 CMP CMP 46 3 1799 762514 0.0249322 0.0000039 0.9750678 0.9999961
dataset_name-Samusik_seed-42 cyanno num-5 run0 7 Classical Monocytes Classical Monocytes 86727 5117 2537 669981 0.9715787 0.0075796 0.0284213 0.9924204
dataset_name-Samusik_seed-42 cyanno num-5 run0 8 Eosinophils Eosinophils 47177 2774 1514 712897 0.9689060 0.0038761 0.0310940 0.9961239
dataset_name-Samusik_seed-42 cyanno num-5 run0 9 GMP GMP 2763 415 2644 758540 0.5110043 0.0005468 0.4889957 0.9994532
dataset_name-Samusik_seed-42 cyanno num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43202 3179 2667 715314 0.9418562 0.0044245 0.0581438 0.9955755
dataset_name-Samusik_seed-42 cyanno num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104553 2481 1548 655780 0.9854101 0.0037690 0.0145899 0.9962310
dataset_name-Samusik_seed-42 cyanno num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16413 1471 2457 744021 0.8697933 0.0019732 0.1302067 0.9980268
dataset_name-Samusik_seed-42 cyanno num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 70952 4766 3278 685366 0.9558400 0.0069059 0.0441600 0.9930941
dataset_name-Samusik_seed-42 cyanno num-5 run0 15 MEP MEP 2523 635 2362 758842 0.5164790 0.0008361 0.4835210 0.9991639
dataset_name-Samusik_seed-42 cyanno num-5 run0 16 MPP MPP 15 1 1122 763224 0.0131926 0.0000013 0.9868074 0.9999987
dataset_name-Samusik_seed-42 cyanno num-5 run0 17 Macrophages Macrophages 1078 210 1461 761613 0.4245766 0.0002757 0.5754234 0.9997243
dataset_name-Samusik_seed-42 cyanno num-5 run0 18 NK cells NK cells 2210 143 706 761303 0.7578875 0.0001878 0.2421125 0.9998122
dataset_name-Samusik_seed-42 cyanno num-5 run0 19 NKT cells NKT cells 6799 298 898 756367 0.8833312 0.0003938 0.1166688 0.9996062
dataset_name-Samusik_seed-42 cyanno num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6895 474 558 756435 0.9251308 0.0006262 0.0748692 0.9993738
dataset_name-Samusik_seed-42 cyanno num-5 run0 21 Plasma Cells Plasma Cells 529 88 1036 762709 0.3380192 0.0001154 0.6619808 0.9998846
dataset_name-Samusik_seed-42 cyanno num-5 run0 22 gd T cells gd T cells 9 0 337 764016 0.0260116 0.0000000 0.9739884 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 23 mDCs mDCs 143 20 846 763353 0.1445905 0.0000262 0.8554095 0.9999738
dataset_name-Samusik_seed-42 cyanno num-5 run0 24 pDCs pDCs 23600 497 460 739805 0.9808811 0.0006713 0.0191189 0.9993287
dataset_name-Samusik_seed-42 cyanno num-5 run0 25 ungated ungated 272809 34402 23006 434145 0.9222284 0.0734227 0.0777716 0.9265773
dataset_name-Samusik_seed-42 cygate num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 290 441 3505 729579 0.0764163 0.0006041 0.9235837 0.9993959
dataset_name-Samusik_seed-42 cygate num-1 run0 2 Basophils Basophils 3231 3609 421 726554 0.8847207 0.0049427 0.1152793 0.9950573
dataset_name-Samusik_seed-42 cygate num-1 run0 3 CD4 T cells CD4 T cells 4965 5194 106 723550 0.9790968 0.0071273 0.0209032 0.9928727
dataset_name-Samusik_seed-42 cygate num-1 run0 4 CD8 T cells CD8 T cells 10887 5862 70 716996 0.9936114 0.0081095 0.0063886 0.9918905
dataset_name-Samusik_seed-42 cygate num-1 run0 5 CLP CLP 177 4482 257 728899 0.4078341 0.0061114 0.5921659 0.9938886
dataset_name-Samusik_seed-42 cygate num-1 run0 6 CMP CMP 1861 6584 7 725363 0.9962527 0.0089952 0.0037473 0.9910048
dataset_name-Samusik_seed-42 cygate num-1 run0 7 Classical Monocytes Classical Monocytes 88710 44487 756 599862 0.9915499 0.0690418 0.0084501 0.9309582
dataset_name-Samusik_seed-42 cygate num-1 run0 8 Eosinophils Eosinophils 41185 8285 5854 678491 0.8755501 0.0120636 0.1244499 0.9879364
dataset_name-Samusik_seed-42 cygate num-1 run0 9 GMP GMP 5608 11249 30 716928 0.9946790 0.0154482 0.0053210 0.9845518
dataset_name-Samusik_seed-42 cygate num-1 run0 10 HSC HSC 4 90 22 733699 0.1538462 0.0001227 0.8461538 0.9998773
dataset_name-Samusik_seed-42 cygate num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43349 21183 280 669003 0.9935823 0.0306917 0.0064177 0.9693083
dataset_name-Samusik_seed-42 cygate num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102546 16150 0 615119 1.0000000 0.0255834 0.0000000 0.9744166
dataset_name-Samusik_seed-42 cygate num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18234 27449 183 687949 0.9900635 0.0383689 0.0099365 0.9616311
dataset_name-Samusik_seed-42 cygate num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 74090 32277 218 627230 0.9970663 0.0489411 0.0029337 0.9510589
dataset_name-Samusik_seed-42 cygate num-1 run0 15 MEP MEP 4931 4659 43 724182 0.9913550 0.0063923 0.0086450 0.9936077
dataset_name-Samusik_seed-42 cygate num-1 run0 16 MPP MPP 1058 4127 63 728567 0.9438002 0.0056326 0.0561998 0.9943674
dataset_name-Samusik_seed-42 cygate num-1 run0 17 Macrophages Macrophages 2438 5321 194 725862 0.9262918 0.0072772 0.0737082 0.9927228
dataset_name-Samusik_seed-42 cygate num-1 run0 18 NK cells NK cells 2800 4633 276 726106 0.9102731 0.0063402 0.0897269 0.9936598
dataset_name-Samusik_seed-42 cygate num-1 run0 19 NKT cells NKT cells 6593 5360 1047 720815 0.8629581 0.0073811 0.1370419 0.9926189
dataset_name-Samusik_seed-42 cygate num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6440 1723 636 725016 0.9101187 0.0023709 0.0898813 0.9976291
dataset_name-Samusik_seed-42 cygate num-1 run0 21 Plasma Cells Plasma Cells 1509 739 65 731502 0.9587039 0.0010092 0.0412961 0.9989908
dataset_name-Samusik_seed-42 cygate num-1 run0 22 gd T cells gd T cells 318 1520 30 731947 0.9137931 0.0020723 0.0862069 0.9979277
dataset_name-Samusik_seed-42 cygate num-1 run0 23 mDCs mDCs 897 1003 62 731853 0.9353493 0.0013686 0.0646507 0.9986314
dataset_name-Samusik_seed-42 cygate num-1 run0 24 pDCs pDCs 22323 1723 1290 708479 0.9453691 0.0024261 0.0546309 0.9975739
dataset_name-Samusik_seed-42 cygate num-1 run0 25 ungated ungated 70485 736 203471 459123 0.2572858 0.0016005 0.7427142 0.9983995
dataset_name-Samusik_seed-42 cygate num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 406 800 3357 701664 0.1078926 0.0011388 0.8921074 0.9988612
dataset_name-Samusik_seed-42 cygate num-2 run0 2 Basophils Basophils 3240 3528 239 699220 0.9313021 0.0050203 0.0686979 0.9949797
dataset_name-Samusik_seed-42 cygate num-2 run0 3 CD4 T cells CD4 T cells 4805 4992 117 696313 0.9762292 0.0071182 0.0237708 0.9928818
dataset_name-Samusik_seed-42 cygate num-2 run0 4 CD8 T cells CD8 T cells 10838 5089 46 690254 0.9957736 0.0073187 0.0042264 0.9926813
dataset_name-Samusik_seed-42 cygate num-2 run0 5 CLP CLP 247 5291 199 700490 0.5538117 0.0074967 0.4461883 0.9925033
dataset_name-Samusik_seed-42 cygate num-2 run0 6 CMP CMP 1798 6418 14 697997 0.9922737 0.0091111 0.0077263 0.9908889
dataset_name-Samusik_seed-42 cygate num-2 run0 7 Classical Monocytes Classical Monocytes 85240 31712 677 588598 0.9921203 0.0511228 0.0078797 0.9488772
dataset_name-Samusik_seed-42 cygate num-2 run0 8 Eosinophils Eosinophils 42088 8944 3507 651688 0.9230837 0.0135386 0.0769163 0.9864614
dataset_name-Samusik_seed-42 cygate num-2 run0 9 GMP GMP 5188 7990 118 692931 0.9777610 0.0113993 0.0222390 0.9886007
dataset_name-Samusik_seed-42 cygate num-2 run0 10 HSC HSC 8 910 18 705291 0.3076923 0.0012886 0.6923077 0.9987114
dataset_name-Samusik_seed-42 cygate num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 44500 23342 127 638258 0.9971542 0.0352811 0.0028458 0.9647189
dataset_name-Samusik_seed-42 cygate num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 105071 7947 6 593203 0.9999429 0.0132197 0.0000571 0.9867803
dataset_name-Samusik_seed-42 cygate num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19025 33180 123 653899 0.9935764 0.0482914 0.0064236 0.9517086
dataset_name-Samusik_seed-42 cygate num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 67561 21336 395 616935 0.9941874 0.0334278 0.0058126 0.9665722
dataset_name-Samusik_seed-42 cygate num-2 run0 15 MEP MEP 4771 4063 16 697377 0.9966576 0.0057924 0.0033424 0.9942076
dataset_name-Samusik_seed-42 cygate num-2 run0 16 MPP MPP 977 3618 123 701509 0.8881818 0.0051310 0.1118182 0.9948690
dataset_name-Samusik_seed-42 cygate num-2 run0 17 Macrophages Macrophages 2373 4987 216 698651 0.9165701 0.0070875 0.0834299 0.9929125
dataset_name-Samusik_seed-42 cygate num-2 run0 18 NK cells NK cells 2650 4936 261 698380 0.9103401 0.0070182 0.0896599 0.9929818
dataset_name-Samusik_seed-42 cygate num-2 run0 19 NKT cells NKT cells 7100 5384 454 693289 0.9398994 0.0077060 0.0601006 0.9922940
dataset_name-Samusik_seed-42 cygate num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6659 1863 408 697297 0.9422669 0.0026646 0.0577331 0.9973354
dataset_name-Samusik_seed-42 cygate num-2 run0 21 Plasma Cells Plasma Cells 1451 538 92 704146 0.9403759 0.0007635 0.0596241 0.9992365
dataset_name-Samusik_seed-42 cygate num-2 run0 22 gd T cells gd T cells 315 1565 31 704316 0.9104046 0.0022171 0.0895954 0.9977829
dataset_name-Samusik_seed-42 cygate num-2 run0 23 mDCs mDCs 921 959 52 704295 0.9465570 0.0013598 0.0534430 0.9986402
dataset_name-Samusik_seed-42 cygate num-2 run0 24 pDCs pDCs 23092 1865 395 680875 0.9831822 0.0027316 0.0168178 0.9972684
dataset_name-Samusik_seed-42 cygate num-2 run0 25 ungated ungated 73797 849 181115 450466 0.2894999 0.0018812 0.7105001 0.9981188
dataset_name-Samusik_seed-42 cygate num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 131 931 3766 728322 0.0336156 0.0012766 0.9663844 0.9987234
dataset_name-Samusik_seed-42 cygate num-3 run0 2 Basophils Basophils 3281 3709 406 725754 0.8898834 0.0050846 0.1101166 0.9949154
dataset_name-Samusik_seed-42 cygate num-3 run0 3 CD4 T cells CD4 T cells 4981 5212 86 722871 0.9830274 0.0071585 0.0169726 0.9928415
dataset_name-Samusik_seed-42 cygate num-3 run0 4 CD8 T cells CD8 T cells 11141 6269 15 715725 0.9986554 0.0086829 0.0013446 0.9913171
dataset_name-Samusik_seed-42 cygate num-3 run0 5 CLP CLP 332 5375 96 727347 0.7757009 0.0073357 0.2242991 0.9926643
dataset_name-Samusik_seed-42 cygate num-3 run0 6 CMP CMP 1840 6747 2 724561 0.9989142 0.0092259 0.0010858 0.9907741
dataset_name-Samusik_seed-42 cygate num-3 run0 7 Classical Monocytes Classical Monocytes 85485 31457 437 615771 0.9949140 0.0486027 0.0050860 0.9513973
dataset_name-Samusik_seed-42 cygate num-3 run0 8 Eosinophils Eosinophils 43510 9116 5111 675413 0.8948808 0.0133172 0.1051192 0.9866828
dataset_name-Samusik_seed-42 cygate num-3 run0 9 GMP GMP 5463 11964 6 715717 0.9989029 0.0164413 0.0010971 0.9835587
dataset_name-Samusik_seed-42 cygate num-3 run0 10 HSC HSC 0 126 28 732996 0.0000000 0.0001719 1.0000000 0.9998281
dataset_name-Samusik_seed-42 cygate num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45156 23100 265 664629 0.9941657 0.0335888 0.0058343 0.9664112
dataset_name-Samusik_seed-42 cygate num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99919 15100 23 618108 0.9997699 0.0238468 0.0002301 0.9761532
dataset_name-Samusik_seed-42 cygate num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19290 40092 240 673528 0.9877112 0.0561812 0.0122888 0.9438188
dataset_name-Samusik_seed-42 cygate num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71320 33497 523 627810 0.9927202 0.0506527 0.0072798 0.9493473
dataset_name-Samusik_seed-42 cygate num-3 run0 15 MEP MEP 4939 4797 40 723374 0.9919663 0.0065877 0.0080337 0.9934123
dataset_name-Samusik_seed-42 cygate num-3 run0 16 MPP MPP 1035 3115 85 728915 0.9241071 0.0042553 0.0758929 0.9957447
dataset_name-Samusik_seed-42 cygate num-3 run0 17 Macrophages Macrophages 2497 5652 206 724795 0.9237884 0.0077377 0.0762116 0.9922623
dataset_name-Samusik_seed-42 cygate num-3 run0 18 NK cells NK cells 2788 4923 264 725175 0.9134993 0.0067429 0.0865007 0.9932571
dataset_name-Samusik_seed-42 cygate num-3 run0 19 NKT cells NKT cells 6509 5225 1163 720253 0.8484098 0.0072021 0.1515902 0.9927979
dataset_name-Samusik_seed-42 cygate num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 2336 966 4432 725416 0.3451537 0.0013299 0.6548463 0.9986701
dataset_name-Samusik_seed-42 cygate num-3 run0 21 Plasma Cells Plasma Cells 1235 836 18 731061 0.9856345 0.0011422 0.0143655 0.9988578
dataset_name-Samusik_seed-42 cygate num-3 run0 22 gd T cells gd T cells 313 1216 42 731579 0.8816901 0.0016594 0.1183099 0.9983406
dataset_name-Samusik_seed-42 cygate num-3 run0 23 mDCs mDCs 913 810 54 731373 0.9441572 0.0011063 0.0558428 0.9988937
dataset_name-Samusik_seed-42 cygate num-3 run0 24 pDCs pDCs 22979 1974 800 707397 0.9663569 0.0027827 0.0336431 0.9972173
dataset_name-Samusik_seed-42 cygate num-3 run0 25 ungated ungated 72875 673 204774 454828 0.2624717 0.0014775 0.7375283 0.9985225
dataset_name-Samusik_seed-42 cygate num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 174 410 3587 717398 0.0462643 0.0005712 0.9537357 0.9994288
dataset_name-Samusik_seed-42 cygate num-4 run0 2 Basophils Basophils 3407 3686 198 714278 0.9450763 0.0051340 0.0549237 0.9948660
dataset_name-Samusik_seed-42 cygate num-4 run0 3 CD4 T cells CD4 T cells 5036 5260 75 711198 0.9853258 0.0073417 0.0146742 0.9926583
dataset_name-Samusik_seed-42 cygate num-4 run0 4 CD8 T cells CD8 T cells 11201 6224 32 704112 0.9971513 0.0087621 0.0028487 0.9912379
dataset_name-Samusik_seed-42 cygate num-4 run0 5 CLP CLP 342 5194 92 715941 0.7880184 0.0072025 0.2119816 0.9927975
dataset_name-Samusik_seed-42 cygate num-4 run0 6 CMP CMP 1831 6464 4 713270 0.9978202 0.0089811 0.0021798 0.9910189
dataset_name-Samusik_seed-42 cygate num-4 run0 7 Classical Monocytes Classical Monocytes 85607 34887 474 600601 0.9944936 0.0548980 0.0055064 0.9451020
dataset_name-Samusik_seed-42 cygate num-4 run0 8 Eosinophils Eosinophils 44827 9647 3451 663644 0.9285182 0.0143281 0.0714818 0.9856719
dataset_name-Samusik_seed-42 cygate num-4 run0 9 GMP GMP 5397 10943 21 705208 0.9961240 0.0152803 0.0038760 0.9847197
dataset_name-Samusik_seed-42 cygate num-4 run0 10 HSC HSC 5 421 19 721124 0.2083333 0.0005835 0.7916667 0.9994165
dataset_name-Samusik_seed-42 cygate num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43751 22757 249 654812 0.9943409 0.0335862 0.0056591 0.9664138
dataset_name-Samusik_seed-42 cygate num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102700 15805 7 603057 0.9999318 0.0255388 0.0000682 0.9744612
dataset_name-Samusik_seed-42 cygate num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18584 34845 164 667976 0.9912524 0.0495788 0.0087476 0.9504212
dataset_name-Samusik_seed-42 cygate num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 67807 21110 303 632349 0.9955513 0.0323050 0.0044487 0.9676950
dataset_name-Samusik_seed-42 cygate num-4 run0 15 MEP MEP 4870 4745 15 711939 0.9969294 0.0066208 0.0030706 0.9933792
dataset_name-Samusik_seed-42 cygate num-4 run0 16 MPP MPP 963 2707 162 717737 0.8560000 0.0037574 0.1440000 0.9962426
dataset_name-Samusik_seed-42 cygate num-4 run0 17 Macrophages Macrophages 2447 5249 198 713675 0.9251418 0.0073012 0.0748582 0.9926988
dataset_name-Samusik_seed-42 cygate num-4 run0 18 NK cells NK cells 2445 4242 310 714572 0.8874773 0.0059014 0.1125227 0.9940986
dataset_name-Samusik_seed-42 cygate num-4 run0 19 NKT cells NKT cells 6451 5295 1120 708703 0.8520671 0.0074160 0.1479329 0.9925840
dataset_name-Samusik_seed-42 cygate num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6633 1671 317 712948 0.9543885 0.0023383 0.0456115 0.9976617
dataset_name-Samusik_seed-42 cygate num-4 run0 21 Plasma Cells Plasma Cells 1466 927 32 719144 0.9786382 0.0012874 0.0213618 0.9987126
dataset_name-Samusik_seed-42 cygate num-4 run0 22 gd T cells gd T cells 330 1519 31 719689 0.9141274 0.0021062 0.0858726 0.9978938
dataset_name-Samusik_seed-42 cygate num-4 run0 23 mDCs mDCs 886 923 57 719703 0.9395546 0.0012808 0.0604454 0.9987192
dataset_name-Samusik_seed-42 cygate num-4 run0 24 pDCs pDCs 23016 1987 786 695780 0.9669776 0.0028477 0.0330224 0.9971523
dataset_name-Samusik_seed-42 cygate num-4 run0 25 ungated ungated 73781 694 195908 451186 0.2735781 0.0015358 0.7264219 0.9984642
dataset_name-Samusik_seed-42 cygate num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 136 397 3683 734046 0.0356114 0.0005405 0.9643886 0.9994595
dataset_name-Samusik_seed-42 cygate num-5 run0 2 Basophils Basophils 3226 3191 400 731445 0.8896856 0.0043436 0.1103144 0.9956564
dataset_name-Samusik_seed-42 cygate num-5 run0 3 CD4 T cells CD4 T cells 5129 5354 94 727685 0.9820027 0.0073038 0.0179973 0.9926962
dataset_name-Samusik_seed-42 cygate num-5 run0 4 CD8 T cells CD8 T cells 11486 6250 50 720476 0.9956657 0.0086002 0.0043343 0.9913998
dataset_name-Samusik_seed-42 cygate num-5 run0 5 CLP CLP 359 5467 82 732354 0.8140590 0.0074097 0.1859410 0.9925903
dataset_name-Samusik_seed-42 cygate num-5 run0 6 CMP CMP 1842 6913 3 729504 0.9983740 0.0093873 0.0016260 0.9906127
dataset_name-Samusik_seed-42 cygate num-5 run0 7 Classical Monocytes Classical Monocytes 87576 36510 362 613814 0.9958835 0.0561412 0.0041165 0.9438588
dataset_name-Samusik_seed-42 cygate num-5 run0 8 Eosinophils Eosinophils 43831 9145 4717 680569 0.9028384 0.0132591 0.0971616 0.9867409
dataset_name-Samusik_seed-42 cygate num-5 run0 9 GMP GMP 5333 9607 74 723248 0.9863140 0.0131090 0.0136860 0.9868910
dataset_name-Samusik_seed-42 cygate num-5 run0 10 HSC HSC 0 470 27 737765 0.0000000 0.0006367 1.0000000 0.9993633
dataset_name-Samusik_seed-42 cygate num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45750 25361 119 667032 0.9974057 0.0366280 0.0025943 0.9633720
dataset_name-Samusik_seed-42 cygate num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 106062 17413 0 614787 1.0000000 0.0275435 0.0000000 0.9724565
dataset_name-Samusik_seed-42 cygate num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18677 35664 193 683728 0.9897721 0.0495752 0.0102279 0.9504248
dataset_name-Samusik_seed-42 cygate num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 71328 27809 153 638972 0.9978596 0.0417063 0.0021404 0.9582937
dataset_name-Samusik_seed-42 cygate num-5 run0 15 MEP MEP 4840 4427 45 728950 0.9907881 0.0060365 0.0092119 0.9939635
dataset_name-Samusik_seed-42 cygate num-5 run0 16 MPP MPP 1077 3246 60 733879 0.9472296 0.0044036 0.0527704 0.9955964
dataset_name-Samusik_seed-42 cygate num-5 run0 17 Macrophages Macrophages 2282 4967 251 730762 0.9009080 0.0067511 0.0990920 0.9932489
dataset_name-Samusik_seed-42 cygate num-5 run0 18 NK cells NK cells 2649 4759 267 730587 0.9084362 0.0064718 0.0915638 0.9935282
dataset_name-Samusik_seed-42 cygate num-5 run0 19 NKT cells NKT cells 6605 5366 1092 725199 0.8581265 0.0073450 0.1418735 0.9926550
dataset_name-Samusik_seed-42 cygate num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 7141 1925 310 728886 0.9583948 0.0026341 0.0416052 0.9973659
dataset_name-Samusik_seed-42 cygate num-5 run0 21 Plasma Cells Plasma Cells 1474 515 91 736182 0.9418530 0.0006991 0.0581470 0.9993009
dataset_name-Samusik_seed-42 cygate num-5 run0 22 gd T cells gd T cells 314 1494 32 736422 0.9075145 0.0020246 0.0924855 0.9979754
dataset_name-Samusik_seed-42 cygate num-5 run0 23 mDCs mDCs 906 898 76 736382 0.9226069 0.0012180 0.0773931 0.9987820
dataset_name-Samusik_seed-42 cygate num-5 run0 24 pDCs pDCs 23330 2130 728 712074 0.9697398 0.0029823 0.0302602 0.9970177
dataset_name-Samusik_seed-42 cygate num-5 run0 25 ungated ungated 67322 309 206678 463953 0.2457007 0.0006656 0.7542993 0.9993344
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1365 431 2430 751677 0.3596838 0.0005731 0.6403162 0.9994269
dataset_name-Samusik_seed-42 dgcytof num-1 run0 2 Basophils Basophils 2191 304 1472 751936 0.5981436 0.0004041 0.4018564 0.9995959
dataset_name-Samusik_seed-42 dgcytof num-1 run0 3 CD4 T cells CD4 T cells 4554 1568 519 749262 0.8976937 0.0020884 0.1023063 0.9979116
dataset_name-Samusik_seed-42 dgcytof num-1 run0 4 CD8 T cells CD8 T cells 9328 721 1631 744223 0.8511726 0.0009679 0.1488274 0.9990321
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5 CLP CLP 152 302 282 755167 0.3502304 0.0003998 0.6497696 0.9996002
dataset_name-Samusik_seed-42 dgcytof num-1 run0 6 CMP CMP 1044 582 824 753453 0.5588865 0.0007718 0.4411135 0.9992282
dataset_name-Samusik_seed-42 dgcytof num-1 run0 7 Classical Monocytes Classical Monocytes 87259 7725 3316 657603 0.9633895 0.0116108 0.0366105 0.9883892
dataset_name-Samusik_seed-42 dgcytof num-1 run0 8 Eosinophils Eosinophils 45392 3656 1857 704998 0.9606976 0.0051591 0.0393024 0.9948409
dataset_name-Samusik_seed-42 dgcytof num-1 run0 9 GMP GMP 4672 3038 966 747227 0.8286626 0.0040492 0.1713374 0.9959508
dataset_name-Samusik_seed-42 dgcytof num-1 run0 10 HSC HSC 2 8 24 755869 0.0769231 0.0000106 0.9230769 0.9999894
dataset_name-Samusik_seed-42 dgcytof num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41201 6122 2429 706151 0.9443273 0.0085950 0.0556727 0.9914050
dataset_name-Samusik_seed-42 dgcytof num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 100319 3428 2253 649903 0.9780349 0.0052470 0.0219651 0.9947530
dataset_name-Samusik_seed-42 dgcytof num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16579 3578 1838 733908 0.9002009 0.0048516 0.0997991 0.9951484
dataset_name-Samusik_seed-42 dgcytof num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 69600 5799 6095 674409 0.9194795 0.0085253 0.0805205 0.9914747
dataset_name-Samusik_seed-42 dgcytof num-1 run0 15 MEP MEP 4480 2879 494 748050 0.9006836 0.0038339 0.0993164 0.9961661
dataset_name-Samusik_seed-42 dgcytof num-1 run0 16 MPP MPP 577 385 544 754397 0.5147190 0.0005101 0.4852810 0.9994899
dataset_name-Samusik_seed-42 dgcytof num-1 run0 17 Macrophages Macrophages 1395 866 1242 752400 0.5290102 0.0011497 0.4709898 0.9988503
dataset_name-Samusik_seed-42 dgcytof num-1 run0 18 NK cells NK cells 2033 400 1045 752425 0.6604938 0.0005313 0.3395062 0.9994687
dataset_name-Samusik_seed-42 dgcytof num-1 run0 19 NKT cells NKT cells 6242 432 1398 747831 0.8170157 0.0005773 0.1829843 0.9994227
dataset_name-Samusik_seed-42 dgcytof num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6548 734 529 748092 0.9252508 0.0009802 0.0747492 0.9990198
dataset_name-Samusik_seed-42 dgcytof num-1 run0 21 Plasma Cells Plasma Cells 222 68 1353 754260 0.1409524 0.0000901 0.8590476 0.9999099
dataset_name-Samusik_seed-42 dgcytof num-1 run0 22 gd T cells gd T cells 236 98 113 755456 0.6762178 0.0001297 0.3237822 0.9998703
dataset_name-Samusik_seed-42 dgcytof num-1 run0 23 mDCs mDCs 705 374 275 754549 0.7193878 0.0004954 0.2806122 0.9995046
dataset_name-Samusik_seed-42 dgcytof num-1 run0 24 pDCs pDCs 23285 1505 331 730782 0.9859841 0.0020552 0.0140159 0.9979448
dataset_name-Samusik_seed-42 dgcytof num-1 run0 25 ungated ungated 248744 32775 44518 429866 0.8481972 0.0708433 0.1518028 0.9291567
dataset_name-Samusik_seed-42 dgcytof num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1776 742 1988 756425 0.4718385 0.0009800 0.5281615 0.9990200
dataset_name-Samusik_seed-42 dgcytof num-2 run0 2 Basophils Basophils 2379 405 1122 757025 0.6795201 0.0005347 0.3204799 0.9994653
dataset_name-Samusik_seed-42 dgcytof num-2 run0 3 CD4 T cells CD4 T cells 4488 1733 436 754274 0.9114541 0.0022923 0.0885459 0.9977077
dataset_name-Samusik_seed-42 dgcytof num-2 run0 4 CD8 T cells CD8 T cells 10599 2474 285 747573 0.9738148 0.0032985 0.0261852 0.9967015
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5 CLP CLP 12 57 434 760428 0.0269058 0.0000750 0.9730942 0.9999250
dataset_name-Samusik_seed-42 dgcytof num-2 run0 6 CMP CMP 611 247 1201 758872 0.3371965 0.0003254 0.6628035 0.9996746
dataset_name-Samusik_seed-42 dgcytof num-2 run0 7 Classical Monocytes Classical Monocytes 88061 13631 1665 657574 0.9814435 0.0203083 0.0185565 0.9796917
dataset_name-Samusik_seed-42 dgcytof num-2 run0 8 Eosinophils Eosinophils 44316 4264 1416 710935 0.9690370 0.0059620 0.0309630 0.9940380
dataset_name-Samusik_seed-42 dgcytof num-2 run0 9 GMP GMP 3459 1177 1847 754448 0.6519035 0.0015577 0.3480965 0.9984423
dataset_name-Samusik_seed-42 dgcytof num-2 run0 10 HSC HSC 0 1 26 760904 0.0000000 0.0000013 1.0000000 0.9999987
dataset_name-Samusik_seed-42 dgcytof num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42172 6773 2475 709511 0.9445651 0.0094557 0.0554349 0.9905443
dataset_name-Samusik_seed-42 dgcytof num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104378 6142 1059 649352 0.9899561 0.0093700 0.0100439 0.9906300
dataset_name-Samusik_seed-42 dgcytof num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 17066 3611 2090 738164 0.8908958 0.0048681 0.1091042 0.9951319
dataset_name-Samusik_seed-42 dgcytof num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70319 8210 5052 677350 0.9329716 0.0119756 0.0670284 0.9880244
dataset_name-Samusik_seed-42 dgcytof num-2 run0 15 MEP MEP 3720 1986 1067 754158 0.7771047 0.0026265 0.2228953 0.9973735
dataset_name-Samusik_seed-42 dgcytof num-2 run0 16 MPP MPP 796 509 304 759322 0.7236364 0.0006699 0.2763636 0.9993301
dataset_name-Samusik_seed-42 dgcytof num-2 run0 17 Macrophages Macrophages 1396 811 1198 757526 0.5381650 0.0010694 0.4618350 0.9989306
dataset_name-Samusik_seed-42 dgcytof num-2 run0 18 NK cells NK cells 2455 1205 457 756814 0.8430632 0.0015897 0.1569368 0.9984103
dataset_name-Samusik_seed-42 dgcytof num-2 run0 19 NKT cells NKT cells 6764 932 790 752445 0.8954196 0.0012371 0.1045804 0.9987629
dataset_name-Samusik_seed-42 dgcytof num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6950 1674 139 752168 0.9803922 0.0022206 0.0196078 0.9977794
dataset_name-Samusik_seed-42 dgcytof num-2 run0 21 Plasma Cells Plasma Cells 1119 245 426 759141 0.7242718 0.0003226 0.2757282 0.9996774
dataset_name-Samusik_seed-42 dgcytof num-2 run0 22 gd T cells gd T cells 216 86 131 760498 0.6224784 0.0001131 0.3775216 0.9998869
dataset_name-Samusik_seed-42 dgcytof num-2 run0 23 mDCs mDCs 290 91 699 759851 0.2932255 0.0001197 0.7067745 0.9998803
dataset_name-Samusik_seed-42 dgcytof num-2 run0 24 pDCs pDCs 22720 988 891 736332 0.9622634 0.0013400 0.0377366 0.9986600
dataset_name-Samusik_seed-42 dgcytof num-2 run0 25 ungated ungated 240118 26757 57553 436503 0.8066557 0.0577581 0.1933443 0.9422419
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1381 403 2516 752788 0.3543752 0.0005351 0.6456248 0.9994649
dataset_name-Samusik_seed-42 dgcytof num-3 run0 2 Basophils Basophils 3310 1193 389 752196 0.8948364 0.0015835 0.1051636 0.9984165
dataset_name-Samusik_seed-42 dgcytof num-3 run0 3 CD4 T cells CD4 T cells 4447 1882 620 750139 0.8776396 0.0025026 0.1223604 0.9974974
dataset_name-Samusik_seed-42 dgcytof num-3 run0 4 CD8 T cells CD8 T cells 10319 1404 837 744528 0.9249731 0.0018822 0.0750269 0.9981178
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5 CLP CLP 32 21 396 756639 0.0747664 0.0000278 0.9252336 0.9999722
dataset_name-Samusik_seed-42 dgcytof num-3 run0 6 CMP CMP 879 325 963 754921 0.4771987 0.0004303 0.5228013 0.9995697
dataset_name-Samusik_seed-42 dgcytof num-3 run0 7 Classical Monocytes Classical Monocytes 84372 8563 3222 660931 0.9632167 0.0127903 0.0367833 0.9872097
dataset_name-Samusik_seed-42 dgcytof num-3 run0 8 Eosinophils Eosinophils 47567 4535 1278 703708 0.9738356 0.0064032 0.0261644 0.9935968
dataset_name-Samusik_seed-42 dgcytof num-3 run0 9 GMP GMP 4620 3200 849 748419 0.8447614 0.0042575 0.1552386 0.9957425
dataset_name-Samusik_seed-42 dgcytof num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 dgcytof num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43104 7633 2317 704034 0.9489884 0.0107255 0.0510116 0.9892745
dataset_name-Samusik_seed-42 dgcytof num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99192 5725 781 651390 0.9921879 0.0087123 0.0078121 0.9912877
dataset_name-Samusik_seed-42 dgcytof num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16416 2843 3114 734715 0.8405530 0.0038546 0.1594470 0.9961454
dataset_name-Samusik_seed-42 dgcytof num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 70355 8208 3400 675125 0.9539014 0.0120117 0.0460986 0.9879883
dataset_name-Samusik_seed-42 dgcytof num-3 run0 15 MEP MEP 3136 1308 1843 750801 0.6298454 0.0017391 0.3701546 0.9982609
dataset_name-Samusik_seed-42 dgcytof num-3 run0 16 MPP MPP 414 189 706 755779 0.3696429 0.0002500 0.6303571 0.9997500
dataset_name-Samusik_seed-42 dgcytof num-3 run0 17 Macrophages Macrophages 1547 736 1160 753645 0.5714813 0.0009756 0.4285187 0.9990244
dataset_name-Samusik_seed-42 dgcytof num-3 run0 18 NK cells NK cells 2338 634 714 753402 0.7660550 0.0008408 0.2339450 0.9991592
dataset_name-Samusik_seed-42 dgcytof num-3 run0 19 NKT cells NKT cells 6786 1512 886 747904 0.8845151 0.0020176 0.1154849 0.9979824
dataset_name-Samusik_seed-42 dgcytof num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6712 1270 230 748876 0.9668683 0.0016930 0.0331317 0.9983070
dataset_name-Samusik_seed-42 dgcytof num-3 run0 21 Plasma Cells Plasma Cells 1085 180 168 755655 0.8659218 0.0002381 0.1340782 0.9997619
dataset_name-Samusik_seed-42 dgcytof num-3 run0 22 gd T cells gd T cells 194 78 161 756655 0.5464789 0.0001031 0.4535211 0.9998969
dataset_name-Samusik_seed-42 dgcytof num-3 run0 23 mDCs mDCs 732 594 240 755522 0.7530864 0.0007856 0.2469136 0.9992144
dataset_name-Samusik_seed-42 dgcytof num-3 run0 24 pDCs pDCs 23072 1236 710 732070 0.9701455 0.0016855 0.0298545 0.9983145
dataset_name-Samusik_seed-42 dgcytof num-3 run0 25 ungated ungated 244425 26981 53125 432557 0.8214586 0.0587133 0.1785414 0.9412867
dataset_name-Samusik_seed-42 dgcytof num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1817 661 1944 753716 0.4831162 0.0008762 0.5168838 0.9991238
dataset_name-Samusik_seed-42 dgcytof num-4 run0 2 Basophils Basophils 2660 432 957 754089 0.7354161 0.0005725 0.2645839 0.9994275
dataset_name-Samusik_seed-42 dgcytof num-4 run0 3 CD4 T cells CD4 T cells 4220 1211 892 751815 0.8255086 0.0016082 0.1744914 0.9983918
dataset_name-Samusik_seed-42 dgcytof num-4 run0 4 CD8 T cells CD8 T cells 10212 1172 1022 745732 0.9090262 0.0015691 0.0909738 0.9984309
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5 CLP CLP 26 30 408 757674 0.0599078 0.0000396 0.9400922 0.9999604
dataset_name-Samusik_seed-42 dgcytof num-4 run0 6 CMP CMP 996 558 839 755745 0.5427793 0.0007378 0.4572207 0.9992622
dataset_name-Samusik_seed-42 dgcytof num-4 run0 7 Classical Monocytes Classical Monocytes 86859 12335 1345 657599 0.9847513 0.0184123 0.0152487 0.9815877
dataset_name-Samusik_seed-42 dgcytof num-4 run0 8 Eosinophils Eosinophils 45294 3374 3290 706180 0.9322822 0.0047551 0.0677178 0.9952449
dataset_name-Samusik_seed-42 dgcytof num-4 run0 9 GMP GMP 3672 1431 1746 751289 0.6777409 0.0019011 0.3222591 0.9980989
dataset_name-Samusik_seed-42 dgcytof num-4 run0 10 HSC HSC 0 1 24 758113 0.0000000 0.0000013 1.0000000 0.9999987
dataset_name-Samusik_seed-42 dgcytof num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 39275 4087 4725 710051 0.8926136 0.0057230 0.1073864 0.9942770
dataset_name-Samusik_seed-42 dgcytof num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102098 7330 637 648073 0.9937996 0.0111840 0.0062004 0.9888160
dataset_name-Samusik_seed-42 dgcytof num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 17051 4735 1697 734655 0.9094837 0.0064039 0.0905163 0.9935961
dataset_name-Samusik_seed-42 dgcytof num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 73393 10995 2056 671694 0.9727498 0.0161054 0.0272502 0.9838946
dataset_name-Samusik_seed-42 dgcytof num-4 run0 15 MEP MEP 4140 2353 745 750900 0.8474923 0.0031238 0.1525077 0.9968762
dataset_name-Samusik_seed-42 dgcytof num-4 run0 16 MPP MPP 402 186 723 756827 0.3573333 0.0002457 0.6426667 0.9997543
dataset_name-Samusik_seed-42 dgcytof num-4 run0 17 Macrophages Macrophages 795 381 1855 755107 0.3000000 0.0005043 0.7000000 0.9994957
dataset_name-Samusik_seed-42 dgcytof num-4 run0 18 NK cells NK cells 2452 996 339 754351 0.8785382 0.0013186 0.1214618 0.9986814
dataset_name-Samusik_seed-42 dgcytof num-4 run0 19 NKT cells NKT cells 6339 527 1232 750040 0.8372738 0.0007021 0.1627262 0.9992979
dataset_name-Samusik_seed-42 dgcytof num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6932 1244 205 749757 0.9712764 0.0016565 0.0287236 0.9983435
dataset_name-Samusik_seed-42 dgcytof num-4 run0 21 Plasma Cells Plasma Cells 1358 270 140 756370 0.9065421 0.0003568 0.0934579 0.9996432
dataset_name-Samusik_seed-42 dgcytof num-4 run0 22 gd T cells gd T cells 146 75 215 757702 0.4044321 0.0000990 0.5955679 0.9999010
dataset_name-Samusik_seed-42 dgcytof num-4 run0 23 mDCs mDCs 375 119 580 757064 0.3926702 0.0001572 0.6073298 0.9998428
dataset_name-Samusik_seed-42 dgcytof num-4 run0 24 pDCs pDCs 23311 1591 493 732743 0.9792892 0.0021666 0.0207108 0.9978334
dataset_name-Samusik_seed-42 dgcytof num-4 run0 25 ungated ungated 240619 27602 55587 434330 0.8123367 0.0597534 0.1876633 0.9402466
dataset_name-Samusik_seed-42 dgcytof num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 2092 1277 1727 759266 0.5477874 0.0016791 0.4522126 0.9983209
dataset_name-Samusik_seed-42 dgcytof num-5 run0 2 Basophils Basophils 3019 818 616 759909 0.8305365 0.0010753 0.1694635 0.9989247
dataset_name-Samusik_seed-42 dgcytof num-5 run0 3 CD4 T cells CD4 T cells 4578 1779 645 757360 0.8765078 0.0023434 0.1234922 0.9976566
dataset_name-Samusik_seed-42 dgcytof num-5 run0 4 CD8 T cells CD8 T cells 11162 2487 376 750337 0.9674120 0.0033036 0.0325880 0.9966964
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5 CLP CLP 45 63 396 763858 0.1020408 0.0000825 0.8979592 0.9999175
dataset_name-Samusik_seed-42 dgcytof num-5 run0 6 CMP CMP 1105 850 740 761667 0.5989160 0.0011147 0.4010840 0.9988853
dataset_name-Samusik_seed-42 dgcytof num-5 run0 7 Classical Monocytes Classical Monocytes 82505 5449 6759 669649 0.9242808 0.0080714 0.0757192 0.9919286
dataset_name-Samusik_seed-42 dgcytof num-5 run0 8 Eosinophils Eosinophils 46237 3509 2454 712162 0.9496005 0.0049031 0.0503995 0.9950969
dataset_name-Samusik_seed-42 dgcytof num-5 run0 9 GMP GMP 3769 1572 1638 757383 0.6970594 0.0020713 0.3029406 0.9979287
dataset_name-Samusik_seed-42 dgcytof num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 dgcytof num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41083 4196 4786 714297 0.8956594 0.0058400 0.1043406 0.9941600
dataset_name-Samusik_seed-42 dgcytof num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104786 6684 1315 651577 0.9876061 0.0101540 0.0123939 0.9898460
dataset_name-Samusik_seed-42 dgcytof num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 14372 1533 4498 743959 0.7616322 0.0020564 0.2383678 0.9979436
dataset_name-Samusik_seed-42 dgcytof num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 72234 9831 1996 680301 0.9731106 0.0142451 0.0268894 0.9857549
dataset_name-Samusik_seed-42 dgcytof num-5 run0 15 MEP MEP 4309 2665 576 756812 0.8820880 0.0035090 0.1179120 0.9964910
dataset_name-Samusik_seed-42 dgcytof num-5 run0 16 MPP MPP 715 464 422 762761 0.6288478 0.0006079 0.3711522 0.9993921
dataset_name-Samusik_seed-42 dgcytof num-5 run0 17 Macrophages Macrophages 1143 645 1396 761178 0.4501772 0.0008467 0.5498228 0.9991533
dataset_name-Samusik_seed-42 dgcytof num-5 run0 18 NK cells NK cells 2081 458 835 760988 0.7136488 0.0006015 0.2863512 0.9993985
dataset_name-Samusik_seed-42 dgcytof num-5 run0 19 NKT cells NKT cells 6924 1445 773 755220 0.8995713 0.0019097 0.1004287 0.9980903
dataset_name-Samusik_seed-42 dgcytof num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6462 854 991 756055 0.8670334 0.0011283 0.1329666 0.9988717
dataset_name-Samusik_seed-42 dgcytof num-5 run0 21 Plasma Cells Plasma Cells 1082 264 483 762533 0.6913738 0.0003461 0.3086262 0.9996539
dataset_name-Samusik_seed-42 dgcytof num-5 run0 22 gd T cells gd T cells 149 24 197 763992 0.4306358 0.0000314 0.5693642 0.9999686
dataset_name-Samusik_seed-42 dgcytof num-5 run0 23 mDCs mDCs 223 97 766 763276 0.2254803 0.0001271 0.7745197 0.9998729
dataset_name-Samusik_seed-42 dgcytof num-5 run0 24 pDCs pDCs 23566 1457 494 738845 0.9794680 0.0019681 0.0205320 0.9980319
dataset_name-Samusik_seed-42 dgcytof num-5 run0 25 ungated ungated 247949 34351 47866 434196 0.8381894 0.0733139 0.1618106 0.9266861
dataset_name-Samusik_seed-42 lda num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 19 379 2462 571418 0.0076582 0.0006628 0.9923418 0.9993372
dataset_name-Samusik_seed-42 lda num-1 run0 2 Basophils Basophils 2762 2787 715 568014 0.7943630 0.0048826 0.2056370 0.9951174
dataset_name-Samusik_seed-42 lda num-1 run0 3 CD4 T cells CD4 T cells 4454 4238 512 565074 0.8968989 0.0074441 0.1031011 0.9925559
dataset_name-Samusik_seed-42 lda num-1 run0 4 CD8 T cells CD8 T cells 9263 3382 1419 560214 0.8671597 0.0060008 0.1328403 0.9939992
dataset_name-Samusik_seed-42 lda num-1 run0 5 CLP CLP 110 1729 231 572208 0.3225806 0.0030125 0.6774194 0.9969875
dataset_name-Samusik_seed-42 lda num-1 run0 6 CMP CMP 508 2971 927 569872 0.3540070 0.0051864 0.6459930 0.9948136
dataset_name-Samusik_seed-42 lda num-1 run0 7 Classical Monocytes Classical Monocytes 32748 21273 20560 499697 0.6143168 0.0408334 0.3856832 0.9591666
dataset_name-Samusik_seed-42 lda num-1 run0 8 Eosinophils Eosinophils 33234 5985 7485 527574 0.8161792 0.0112171 0.1838208 0.9887829
dataset_name-Samusik_seed-42 lda num-1 run0 9 GMP GMP 3046 6005 1877 563350 0.6187284 0.0105470 0.3812716 0.9894530
dataset_name-Samusik_seed-42 lda num-1 run0 10 HSC HSC 3 244 20 574011 0.1304348 0.0004249 0.8695652 0.9995751
dataset_name-Samusik_seed-42 lda num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 6343 6887 11080 549968 0.3640590 0.0123677 0.6359410 0.9876323
dataset_name-Samusik_seed-42 lda num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 84172 6102 3675 480329 0.9581659 0.0125444 0.0418341 0.9874556
dataset_name-Samusik_seed-42 lda num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 853 2556 7994 562875 0.0964169 0.0045204 0.9035831 0.9954796
dataset_name-Samusik_seed-42 lda num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 52657 20707 6829 494085 0.8851999 0.0402240 0.1148001 0.9597760
dataset_name-Samusik_seed-42 lda num-1 run0 15 MEP MEP 2897 5278 1881 564222 0.6063206 0.0092678 0.3936794 0.9907322
dataset_name-Samusik_seed-42 lda num-1 run0 16 MPP MPP 377 3125 476 570300 0.4419695 0.0054497 0.5580305 0.9945503
dataset_name-Samusik_seed-42 lda num-1 run0 17 Macrophages Macrophages 1764 2267 731 569516 0.7070140 0.0039648 0.2929860 0.9960352
dataset_name-Samusik_seed-42 lda num-1 run0 18 NK cells NK cells 2405 5138 496 566239 0.8290245 0.0089923 0.1709755 0.9910077
dataset_name-Samusik_seed-42 lda num-1 run0 19 NKT cells NKT cells 5587 5818 1708 561165 0.7658670 0.0102613 0.2341330 0.9897387
dataset_name-Samusik_seed-42 lda num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 5807 2153 872 565446 0.8694415 0.0037932 0.1305585 0.9962068
dataset_name-Samusik_seed-42 lda num-1 run0 21 Plasma Cells Plasma Cells 1538 317 34 572389 0.9783715 0.0005535 0.0216285 0.9994465
dataset_name-Samusik_seed-42 lda num-1 run0 22 gd T cells gd T cells 308 1187 35 572748 0.8979592 0.0020682 0.1020408 0.9979318
dataset_name-Samusik_seed-42 lda num-1 run0 23 mDCs mDCs 845 1039 125 572269 0.8711340 0.0018123 0.1288660 0.9981877
dataset_name-Samusik_seed-42 lda num-1 run0 24 pDCs pDCs 18247 1483 4647 549901 0.7970211 0.0026896 0.2029789 0.9973104
dataset_name-Samusik_seed-42 lda num-1 run0 25 ungated ungated 130453 60828 97087 285910 0.5733190 0.1754293 0.4266810 0.8245707
dataset_name-Samusik_seed-42 lda num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 34 810 1750 535710 0.0190583 0.0015097 0.9809417 0.9984903
dataset_name-Samusik_seed-42 lda num-2 run0 2 Basophils Basophils 1729 1445 1525 533605 0.5313460 0.0027007 0.4686540 0.9972993
dataset_name-Samusik_seed-42 lda num-2 run0 3 CD4 T cells CD4 T cells 3984 3583 758 529979 0.8401518 0.0067152 0.1598482 0.9932848
dataset_name-Samusik_seed-42 lda num-2 run0 4 CD8 T cells CD8 T cells 8029 2742 2414 525119 0.7688404 0.0051945 0.2311596 0.9948055
dataset_name-Samusik_seed-42 lda num-2 run0 5 CLP CLP 49 1103 282 536870 0.1480363 0.0020503 0.8519637 0.9979497
dataset_name-Samusik_seed-42 lda num-2 run0 6 CMP CMP 199 1169 1048 535888 0.1595830 0.0021767 0.8404170 0.9978233
dataset_name-Samusik_seed-42 lda num-2 run0 7 Classical Monocytes Classical Monocytes 14639 11108 37604 474953 0.2802098 0.0228531 0.7197902 0.9771469
dataset_name-Samusik_seed-42 lda num-2 run0 8 Eosinophils Eosinophils 31739 6593 6639 493333 0.8270103 0.0131880 0.1729897 0.9868120
dataset_name-Samusik_seed-42 lda num-2 run0 9 GMP GMP 934 1760 3080 532530 0.2326856 0.0032941 0.7673144 0.9967059
dataset_name-Samusik_seed-42 lda num-2 run0 10 HSC HSC 2 134 24 538144 0.0769231 0.0002489 0.9230769 0.9997511
dataset_name-Samusik_seed-42 lda num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 5856 7259 4855 520334 0.5467277 0.0137587 0.4532723 0.9862413
dataset_name-Samusik_seed-42 lda num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 80447 5222 4591 448044 0.9460124 0.0115208 0.0539876 0.9884792
dataset_name-Samusik_seed-42 lda num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 359 937 3838 533170 0.0855373 0.0017543 0.9144627 0.9982457
dataset_name-Samusik_seed-42 lda num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 29819 10162 24089 474234 0.5531461 0.0209787 0.4468539 0.9790213
dataset_name-Samusik_seed-42 lda num-2 run0 15 MEP MEP 2090 3046 2460 530708 0.4593407 0.0057067 0.5406593 0.9942933
dataset_name-Samusik_seed-42 lda num-2 run0 16 MPP MPP 354 3495 437 534018 0.4475348 0.0065022 0.5524652 0.9934978
dataset_name-Samusik_seed-42 lda num-2 run0 17 Macrophages Macrophages 1902 2407 464 533531 0.8038884 0.0044912 0.1961116 0.9955088
dataset_name-Samusik_seed-42 lda num-2 run0 18 NK cells NK cells 1942 4283 798 531281 0.7087591 0.0079972 0.2912409 0.9920028
dataset_name-Samusik_seed-42 lda num-2 run0 19 NKT cells NKT cells 5194 5292 1883 525935 0.7339268 0.0099618 0.2660732 0.9900382
dataset_name-Samusik_seed-42 lda num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 5729 2396 1072 529107 0.8423761 0.0045080 0.1576239 0.9954920
dataset_name-Samusik_seed-42 lda num-2 run0 21 Plasma Cells Plasma Cells 1406 246 131 536521 0.9147690 0.0004583 0.0852310 0.9995417
dataset_name-Samusik_seed-42 lda num-2 run0 22 gd T cells gd T cells 280 965 54 537005 0.8383234 0.0017938 0.1616766 0.9982062
dataset_name-Samusik_seed-42 lda num-2 run0 23 mDCs mDCs 769 720 202 536613 0.7919670 0.0013400 0.2080330 0.9986600
dataset_name-Samusik_seed-42 lda num-2 run0 24 pDCs pDCs 17470 1298 5298 514238 0.7673050 0.0025178 0.2326950 0.9974822
dataset_name-Samusik_seed-42 lda num-2 run0 25 ungated ungated 151107 94067 66946 226184 0.6929829 0.2937290 0.3070171 0.7062710
dataset_name-Samusik_seed-42 lda num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 37 748 1978 526618 0.0183623 0.0014184 0.9816377 0.9985816
dataset_name-Samusik_seed-42 lda num-3 run0 2 Basophils Basophils 2884 3017 647 522833 0.8167658 0.0057374 0.1832342 0.9942626
dataset_name-Samusik_seed-42 lda num-3 run0 3 CD4 T cells CD4 T cells 4292 3991 644 520454 0.8695300 0.0076099 0.1304700 0.9923901
dataset_name-Samusik_seed-42 lda num-3 run0 4 CD8 T cells CD8 T cells 9779 3874 1181 514547 0.8922445 0.0074727 0.1077555 0.9925273
dataset_name-Samusik_seed-42 lda num-3 run0 5 CLP CLP 101 2141 226 526913 0.3088685 0.0040468 0.6911315 0.9959532
dataset_name-Samusik_seed-42 lda num-3 run0 6 CMP CMP 326 1918 1069 526068 0.2336918 0.0036327 0.7663082 0.9963673
dataset_name-Samusik_seed-42 lda num-3 run0 7 Classical Monocytes Classical Monocytes 17970 10915 21850 478646 0.4512808 0.0222955 0.5487192 0.9777045
dataset_name-Samusik_seed-42 lda num-3 run0 8 Eosinophils Eosinophils 34699 6548 7861 480273 0.8152961 0.0134505 0.1847039 0.9865495
dataset_name-Samusik_seed-42 lda num-3 run0 9 GMP GMP 2426 5430 2091 519434 0.5370821 0.0103455 0.4629179 0.9896545
dataset_name-Samusik_seed-42 lda num-3 run0 10 HSC HSC 2 212 22 529145 0.0833333 0.0004005 0.9166667 0.9995995
dataset_name-Samusik_seed-42 lda num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 2824 2329 10056 514172 0.2192547 0.0045092 0.7807453 0.9954908
dataset_name-Samusik_seed-42 lda num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 82641 6021 1623 439096 0.9807391 0.0135268 0.0192609 0.9864732
dataset_name-Samusik_seed-42 lda num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 1090 3684 5492 519115 0.1656032 0.0070467 0.8343968 0.9929533
dataset_name-Samusik_seed-42 lda num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 46080 18344 6397 458560 0.8780990 0.0384648 0.1219010 0.9615352
dataset_name-Samusik_seed-42 lda num-3 run0 15 MEP MEP 2759 4911 2039 519672 0.5750313 0.0093617 0.4249687 0.9906383
dataset_name-Samusik_seed-42 lda num-3 run0 16 MPP MPP 334 3425 512 525110 0.3947991 0.0064802 0.6052009 0.9935198
dataset_name-Samusik_seed-42 lda num-3 run0 17 Macrophages Macrophages 2569 3545 80 523187 0.9697999 0.0067302 0.0302001 0.9932698
dataset_name-Samusik_seed-42 lda num-3 run0 18 NK cells NK cells 2315 5223 561 521282 0.8049374 0.0099201 0.1950626 0.9900799
dataset_name-Samusik_seed-42 lda num-3 run0 19 NKT cells NKT cells 5460 5383 1867 516671 0.7451890 0.0103112 0.2548110 0.9896888
dataset_name-Samusik_seed-42 lda num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 4909 1544 1276 521652 0.7936944 0.0029511 0.2063056 0.9970489
dataset_name-Samusik_seed-42 lda num-3 run0 21 Plasma Cells Plasma Cells 1208 236 36 527901 0.9710611 0.0004469 0.0289389 0.9995531
dataset_name-Samusik_seed-42 lda num-3 run0 22 gd T cells gd T cells 235 613 105 528428 0.6911765 0.0011587 0.3088235 0.9988413
dataset_name-Samusik_seed-42 lda num-3 run0 23 mDCs mDCs 731 701 209 527740 0.7776596 0.0013265 0.2223404 0.9986735
dataset_name-Samusik_seed-42 lda num-3 run0 24 pDCs pDCs 17164 1232 5830 505155 0.7464556 0.0024329 0.2535444 0.9975671
dataset_name-Samusik_seed-42 lda num-3 run0 25 ungated ungated 129785 60776 83109 255711 0.6096226 0.1920332 0.3903774 0.8079668
dataset_name-Samusik_seed-42 lda num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 16 340 1592 505092 0.0099502 0.0006727 0.9900498 0.9993273
dataset_name-Samusik_seed-42 lda num-4 run0 2 Basophils Basophils 2355 2287 1093 501305 0.6830046 0.0045414 0.3169954 0.9954586
dataset_name-Samusik_seed-42 lda num-4 run0 3 CD4 T cells CD4 T cells 4162 3730 763 498385 0.8450761 0.0074286 0.1549239 0.9925714
dataset_name-Samusik_seed-42 lda num-4 run0 4 CD8 T cells CD8 T cells 9279 3503 1689 492569 0.8460066 0.0070615 0.1539934 0.9929385
dataset_name-Samusik_seed-42 lda num-4 run0 5 CLP CLP 99 1647 225 505069 0.3055556 0.0032503 0.6944444 0.9967497
dataset_name-Samusik_seed-42 lda num-4 run0 6 CMP CMP 374 2172 960 503534 0.2803598 0.0042950 0.7196402 0.9957050
dataset_name-Samusik_seed-42 lda num-4 run0 7 Classical Monocytes Classical Monocytes 20826 13359 21128 451727 0.4964008 0.0287237 0.5035992 0.9712763
dataset_name-Samusik_seed-42 lda num-4 run0 8 Eosinophils Eosinophils 34328 6720 7221 458771 0.8262052 0.0144364 0.1737948 0.9855636
dataset_name-Samusik_seed-42 lda num-4 run0 9 GMP GMP 2073 3688 2157 499122 0.4900709 0.0073348 0.5099291 0.9926652
dataset_name-Samusik_seed-42 lda num-4 run0 10 HSC HSC 3 353 20 506664 0.1304348 0.0006962 0.8695652 0.9993038
dataset_name-Samusik_seed-42 lda num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 3653 3899 5122 494366 0.4162963 0.0078252 0.5837037 0.9921748
dataset_name-Samusik_seed-42 lda num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 76128 4650 3351 422911 0.9578379 0.0108756 0.0421621 0.9891244
dataset_name-Samusik_seed-42 lda num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 487 1425 3496 501632 0.1222696 0.0028327 0.8777304 0.9971673
dataset_name-Samusik_seed-42 lda num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 37093 14477 14362 441108 0.7208823 0.0317767 0.2791177 0.9682233
dataset_name-Samusik_seed-42 lda num-4 run0 15 MEP MEP 2524 3905 2072 498539 0.5491732 0.0077720 0.4508268 0.9922280
dataset_name-Samusik_seed-42 lda num-4 run0 16 MPP MPP 311 3096 485 503148 0.3907035 0.0061156 0.6092965 0.9938844
dataset_name-Samusik_seed-42 lda num-4 run0 17 Macrophages Macrophages 2278 3019 200 501543 0.9192897 0.0059834 0.0807103 0.9940166
dataset_name-Samusik_seed-42 lda num-4 run0 18 NK cells NK cells 2047 4701 574 499718 0.7809996 0.0093196 0.2190004 0.9906804
dataset_name-Samusik_seed-42 lda num-4 run0 19 NKT cells NKT cells 5576 5976 1662 493826 0.7703786 0.0119567 0.2296214 0.9880433
dataset_name-Samusik_seed-42 lda num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 5620 2042 1213 498165 0.8224791 0.0040823 0.1775209 0.9959177
dataset_name-Samusik_seed-42 lda num-4 run0 21 Plasma Cells Plasma Cells 1437 291 60 505252 0.9599198 0.0005756 0.0400802 0.9994244
dataset_name-Samusik_seed-42 lda num-4 run0 22 gd T cells gd T cells 299 1128 51 505562 0.8542857 0.0022262 0.1457143 0.9977738
dataset_name-Samusik_seed-42 lda num-4 run0 23 mDCs mDCs 775 804 165 505296 0.8244681 0.0015886 0.1755319 0.9984114
dataset_name-Samusik_seed-42 lda num-4 run0 24 pDCs pDCs 17756 1348 5291 482645 0.7704257 0.0027852 0.2295743 0.9972148
dataset_name-Samusik_seed-42 lda num-4 run0 25 ungated ungated 126200 62781 76389 241670 0.6229361 0.2062105 0.3770639 0.7937895
dataset_name-Samusik_seed-42 lda num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 54 920 2354 546923 0.0224252 0.0016793 0.9775748 0.9983207
dataset_name-Samusik_seed-42 lda num-5 run0 2 Basophils Basophils 1856 1565 1557 545273 0.5438031 0.0028619 0.4561969 0.9971381
dataset_name-Samusik_seed-42 lda num-5 run0 3 CD4 T cells CD4 T cells 4443 4151 630 541027 0.8758131 0.0076140 0.1241869 0.9923860
dataset_name-Samusik_seed-42 lda num-5 run0 4 CD8 T cells CD8 T cells 9449 3453 1788 535561 0.8408828 0.0064061 0.1591172 0.9935939
dataset_name-Samusik_seed-42 lda num-5 run0 5 CLP CLP 80 1510 250 548411 0.2424242 0.0027458 0.7575758 0.9972542
dataset_name-Samusik_seed-42 lda num-5 run0 6 CMP CMP 354 1831 803 547263 0.3059637 0.0033346 0.6940363 0.9966654
dataset_name-Samusik_seed-42 lda num-5 run0 7 Classical Monocytes Classical Monocytes 25432 17891 17438 489490 0.5932354 0.0352615 0.4067646 0.9647385
dataset_name-Samusik_seed-42 lda num-5 run0 8 Eosinophils Eosinophils 34581 6539 6628 502503 0.8391613 0.0128457 0.1608387 0.9871543
dataset_name-Samusik_seed-42 lda num-5 run0 9 GMP GMP 1346 1922 2459 544524 0.3537451 0.0035173 0.6462549 0.9964827
dataset_name-Samusik_seed-42 lda num-5 run0 10 HSC HSC 0 0 27 550224 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 lda num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 7157 8263 10511 524320 0.4050826 0.0155150 0.5949174 0.9844850
dataset_name-Samusik_seed-42 lda num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 82424 5514 5697 456616 0.9353503 0.0119317 0.0646497 0.9880683
dataset_name-Samusik_seed-42 lda num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 683 1948 7328 540292 0.0852578 0.0035925 0.9147422 0.9964075
dataset_name-Samusik_seed-42 lda num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 43344 16629 10049 480229 0.8117918 0.0334683 0.1882082 0.9665317
dataset_name-Samusik_seed-42 lda num-5 run0 15 MEP MEP 2352 3644 2314 541941 0.5040720 0.0066791 0.4959280 0.9933209
dataset_name-Samusik_seed-42 lda num-5 run0 16 MPP MPP 390 2790 353 546718 0.5248991 0.0050773 0.4751009 0.9949227
dataset_name-Samusik_seed-42 lda num-5 run0 17 Macrophages Macrophages 2036 2696 333 545186 0.8594344 0.0049208 0.1405656 0.9950792
dataset_name-Samusik_seed-42 lda num-5 run0 18 NK cells NK cells 2092 4529 649 542981 0.7632251 0.0082720 0.2367749 0.9917280
dataset_name-Samusik_seed-42 lda num-5 run0 19 NKT cells NKT cells 5507 5704 1822 537218 0.7513986 0.0105061 0.2486014 0.9894939
dataset_name-Samusik_seed-42 lda num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6196 2614 827 540614 0.8822441 0.0048120 0.1177559 0.9951880
dataset_name-Samusik_seed-42 lda num-5 run0 21 Plasma Cells Plasma Cells 1461 294 104 548392 0.9335463 0.0005358 0.0664537 0.9994642
dataset_name-Samusik_seed-42 lda num-5 run0 22 gd T cells gd T cells 295 1030 44 548882 0.8702065 0.0018730 0.1297935 0.9981270
dataset_name-Samusik_seed-42 lda num-5 run0 23 mDCs mDCs 764 709 203 548575 0.7900724 0.0012908 0.2099276 0.9987092
dataset_name-Samusik_seed-42 lda num-5 run0 24 pDCs pDCs 19558 1676 3951 525066 0.8319367 0.0031818 0.1680633 0.9968182
dataset_name-Samusik_seed-42 lda num-5 run0 25 ungated ungated 136387 64188 83891 265785 0.6191585 0.1945250 0.3808415 0.8054750
dataset_name-Samusik_seed-42 random num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 138 29467 3657 722641 0.0363636 0.0391792 0.9636364 0.9608208
dataset_name-Samusik_seed-42 random num-1 run0 2 Basophils Basophils 148 30452 3515 721788 0.0404040 0.0404818 0.9595960 0.9595182
dataset_name-Samusik_seed-42 random num-1 run0 3 CD4 T cells CD4 T cells 176 30350 4897 720480 0.0346935 0.0404219 0.9653065 0.9595781
dataset_name-Samusik_seed-42 random num-1 run0 4 CD8 T cells CD8 T cells 430 30255 10529 714689 0.0392372 0.0406138 0.9607628 0.9593862
dataset_name-Samusik_seed-42 random num-1 run0 5 CLP CLP 15 29704 419 725765 0.0345622 0.0393186 0.9654378 0.9606814
dataset_name-Samusik_seed-42 random num-1 run0 6 CMP CMP 85 30013 1783 724022 0.0455032 0.0398032 0.9544968 0.9601968
dataset_name-Samusik_seed-42 random num-1 run0 7 Classical Monocytes Classical Monocytes 3647 26310 86928 639018 0.0402650 0.0395444 0.9597350 0.9604556
dataset_name-Samusik_seed-42 random num-1 run0 8 Eosinophils Eosinophils 1817 28131 45432 680523 0.0384558 0.0396964 0.9615442 0.9603036
dataset_name-Samusik_seed-42 random num-1 run0 9 GMP GMP 218 30574 5420 719691 0.0386662 0.0407509 0.9613338 0.9592491
dataset_name-Samusik_seed-42 random num-1 run0 10 HSC HSC 1 30336 25 725541 0.0384615 0.0401335 0.9615385 0.9598665
dataset_name-Samusik_seed-42 random num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1731 28933 41899 683340 0.0396745 0.0406207 0.9603255 0.9593793
dataset_name-Samusik_seed-42 random num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4092 26217 98480 627114 0.0398939 0.0401282 0.9601061 0.9598718
dataset_name-Samusik_seed-42 random num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 725 30317 17692 707169 0.0393658 0.0411086 0.9606342 0.9588914
dataset_name-Samusik_seed-42 random num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 3003 26519 72692 653689 0.0396724 0.0389866 0.9603276 0.9610134
dataset_name-Samusik_seed-42 random num-1 run0 15 MEP MEP 200 30818 4774 720111 0.0402091 0.0410398 0.9597909 0.9589602
dataset_name-Samusik_seed-42 random num-1 run0 16 MPP MPP 45 29649 1076 725133 0.0401427 0.0392815 0.9598573 0.9607185
dataset_name-Samusik_seed-42 random num-1 run0 17 Macrophages Macrophages 104 30167 2533 723099 0.0394388 0.0400483 0.9605612 0.9599517
dataset_name-Samusik_seed-42 random num-1 run0 18 NK cells NK cells 125 29771 2953 723054 0.0406108 0.0395457 0.9593892 0.9604543
dataset_name-Samusik_seed-42 random num-1 run0 19 NKT cells NKT cells 316 29775 7324 718488 0.0413613 0.0397922 0.9586387 0.9602078
dataset_name-Samusik_seed-42 random num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 268 30112 6809 718714 0.0378692 0.0402123 0.9621308 0.9597877
dataset_name-Samusik_seed-42 random num-1 run0 21 Plasma Cells Plasma Cells 52 30366 1523 723962 0.0330159 0.0402557 0.9669841 0.9597443
dataset_name-Samusik_seed-42 random num-1 run0 22 gd T cells gd T cells 11 29520 338 726034 0.0315186 0.0390707 0.9684814 0.9609293
dataset_name-Samusik_seed-42 random num-1 run0 23 mDCs mDCs 41 30256 939 724667 0.0418367 0.0400783 0.9581633 0.9599217
dataset_name-Samusik_seed-42 random num-1 run0 24 pDCs pDCs 987 29647 22629 702640 0.0417937 0.0404855 0.9582063 0.9595145
dataset_name-Samusik_seed-42 random num-1 run0 25 ungated ungated 11645 18224 281617 444417 0.0397085 0.0393912 0.9602915 0.9606088
dataset_name-Samusik_seed-42 random num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 145 29984 3619 727183 0.0385228 0.0396002 0.9614772 0.9603998
dataset_name-Samusik_seed-42 random num-2 run0 2 Basophils Basophils 140 29968 3361 727462 0.0399886 0.0395654 0.9600114 0.9604346
dataset_name-Samusik_seed-42 random num-2 run0 3 CD4 T cells CD4 T cells 201 31051 4723 724956 0.0408205 0.0410724 0.9591795 0.9589276
dataset_name-Samusik_seed-42 random num-2 run0 4 CD8 T cells CD8 T cells 419 30565 10465 719482 0.0384969 0.0407508 0.9615031 0.9592492
dataset_name-Samusik_seed-42 random num-2 run0 5 CLP CLP 18 29864 428 730621 0.0403587 0.0392697 0.9596413 0.9607303
dataset_name-Samusik_seed-42 random num-2 run0 6 CMP CMP 84 30455 1728 728664 0.0463576 0.0401189 0.9536424 0.9598811
dataset_name-Samusik_seed-42 random num-2 run0 7 Classical Monocytes Classical Monocytes 3649 27166 86077 644039 0.0406683 0.0404735 0.9593317 0.9595265
dataset_name-Samusik_seed-42 random num-2 run0 8 Eosinophils Eosinophils 1823 28238 43909 686961 0.0398627 0.0394827 0.9601373 0.9605173
dataset_name-Samusik_seed-42 random num-2 run0 9 GMP GMP 232 30509 5074 725116 0.0437241 0.0403758 0.9562759 0.9596242
dataset_name-Samusik_seed-42 random num-2 run0 10 HSC HSC 1 29919 25 730986 0.0384615 0.0393203 0.9615385 0.9606797
dataset_name-Samusik_seed-42 random num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1762 27975 42885 688309 0.0394651 0.0390557 0.9605349 0.9609443
dataset_name-Samusik_seed-42 random num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4284 26591 101153 628903 0.0406309 0.0405664 0.9593691 0.9594336
dataset_name-Samusik_seed-42 random num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 838 30032 18318 711743 0.0437461 0.0404867 0.9562539 0.9595133
dataset_name-Samusik_seed-42 random num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 3031 27797 72340 657763 0.0402144 0.0405464 0.9597856 0.9594536
dataset_name-Samusik_seed-42 random num-2 run0 15 MEP MEP 190 30098 4597 726046 0.0396908 0.0398046 0.9603092 0.9601954
dataset_name-Samusik_seed-42 random num-2 run0 16 MPP MPP 51 30437 1049 729394 0.0463636 0.0400576 0.9536364 0.9599424
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 92 31141 2502 727196 0.0354665 0.0410649 0.9645335 0.9589351
dataset_name-Samusik_seed-42 random num-2 run0 18 NK cells NK cells 112 29716 2800 728303 0.0384615 0.0392022 0.9615385 0.9607978
dataset_name-Samusik_seed-42 random num-2 run0 19 NKT cells NKT cells 288 30226 7266 723151 0.0381255 0.0401207 0.9618745 0.9598793
dataset_name-Samusik_seed-42 random num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 276 30023 6813 723819 0.0389336 0.0398266 0.9610664 0.9601734
dataset_name-Samusik_seed-42 random num-2 run0 21 Plasma Cells Plasma Cells 53 29669 1492 729717 0.0343042 0.0390697 0.9656958 0.9609303
dataset_name-Samusik_seed-42 random num-2 run0 22 gd T cells gd T cells 20 30584 327 730000 0.0576369 0.0402112 0.9423631 0.9597888
dataset_name-Samusik_seed-42 random num-2 run0 23 mDCs mDCs 44 30429 945 729513 0.0444894 0.0400412 0.9555106 0.9599588
dataset_name-Samusik_seed-42 random num-2 run0 24 pDCs pDCs 965 29626 22646 707694 0.0408708 0.0401807 0.9591292 0.9598193
dataset_name-Samusik_seed-42 random num-2 run0 25 ungated ungated 11819 18331 285852 444929 0.0397049 0.0395696 0.9602951 0.9604304
dataset_name-Samusik_seed-42 random num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 146 30180 3751 723011 0.0374647 0.0400695 0.9625353 0.9599305
dataset_name-Samusik_seed-42 random num-3 run0 2 Basophils Basophils 129 30447 3570 722942 0.0348743 0.0404134 0.9651257 0.9595866
dataset_name-Samusik_seed-42 random num-3 run0 3 CD4 T cells CD4 T cells 221 30848 4846 721173 0.0436156 0.0410201 0.9563844 0.9589799
dataset_name-Samusik_seed-42 random num-3 run0 4 CD8 T cells CD8 T cells 447 30289 10709 715643 0.0400681 0.0406056 0.9599319 0.9593944
dataset_name-Samusik_seed-42 random num-3 run0 5 CLP CLP 13 30135 415 726525 0.0303738 0.0398263 0.9696262 0.9601737
dataset_name-Samusik_seed-42 random num-3 run0 6 CMP CMP 72 31013 1770 724233 0.0390879 0.0410634 0.9609121 0.9589366
dataset_name-Samusik_seed-42 random num-3 run0 7 Classical Monocytes Classical Monocytes 3546 27160 84048 642334 0.0404822 0.0405680 0.9595178 0.9594320
dataset_name-Samusik_seed-42 random num-3 run0 8 Eosinophils Eosinophils 2008 28347 46837 679896 0.0411096 0.0400244 0.9588904 0.9599756
dataset_name-Samusik_seed-42 random num-3 run0 9 GMP GMP 223 29912 5246 721707 0.0407753 0.0397968 0.9592247 0.9602032
dataset_name-Samusik_seed-42 random num-3 run0 10 HSC HSC 1 29775 27 727285 0.0357143 0.0393298 0.9642857 0.9606702
dataset_name-Samusik_seed-42 random num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1863 28143 43558 683524 0.0410163 0.0395452 0.9589837 0.9604548
dataset_name-Samusik_seed-42 random num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 3901 25674 96072 631441 0.0390205 0.0390708 0.9609795 0.9609292
dataset_name-Samusik_seed-42 random num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 803 29839 18727 707719 0.0411162 0.0404565 0.9588838 0.9595435
dataset_name-Samusik_seed-42 random num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 2940 26967 70815 656366 0.0398617 0.0394639 0.9601383 0.9605361
dataset_name-Samusik_seed-42 random num-3 run0 15 MEP MEP 204 29450 4775 722659 0.0409721 0.0391566 0.9590279 0.9608434
dataset_name-Samusik_seed-42 random num-3 run0 16 MPP MPP 43 30285 1077 725683 0.0383929 0.0400612 0.9616071 0.9599388
dataset_name-Samusik_seed-42 random num-3 run0 17 Macrophages Macrophages 104 30348 2603 724033 0.0384189 0.0402290 0.9615811 0.9597710
dataset_name-Samusik_seed-42 random num-3 run0 18 NK cells NK cells 115 29468 2937 724568 0.0376802 0.0390804 0.9623198 0.9609196
dataset_name-Samusik_seed-42 random num-3 run0 19 NKT cells NKT cells 306 30119 7366 719297 0.0398853 0.0401900 0.9601147 0.9598100
dataset_name-Samusik_seed-42 random num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 295 30394 6647 719752 0.0424950 0.0405174 0.9575050 0.9594826
dataset_name-Samusik_seed-42 random num-3 run0 21 Plasma Cells Plasma Cells 43 29909 1210 725926 0.0343176 0.0395708 0.9656824 0.9604292
dataset_name-Samusik_seed-42 random num-3 run0 22 gd T cells gd T cells 16 30377 339 726356 0.0450704 0.0401423 0.9549296 0.9598577
dataset_name-Samusik_seed-42 random num-3 run0 23 mDCs mDCs 51 29688 921 726428 0.0524691 0.0392638 0.9475309 0.9607362
dataset_name-Samusik_seed-42 random num-3 run0 24 pDCs pDCs 975 29858 22807 703448 0.0409974 0.0407170 0.9590026 0.9592830
dataset_name-Samusik_seed-42 random num-3 run0 25 ungated ungated 11781 18217 285769 441321 0.0395933 0.0396420 0.9604067 0.9603580
dataset_name-Samusik_seed-42 random num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 149 30957 3612 723420 0.0396171 0.0410365 0.9603829 0.9589635
dataset_name-Samusik_seed-42 random num-4 run0 2 Basophils Basophils 142 30047 3475 724474 0.0392591 0.0398226 0.9607409 0.9601774
dataset_name-Samusik_seed-42 random num-4 run0 3 CD4 T cells CD4 T cells 207 29985 4905 723041 0.0404930 0.0398193 0.9595070 0.9601807
dataset_name-Samusik_seed-42 random num-4 run0 4 CD8 T cells CD8 T cells 456 30166 10778 716738 0.0405911 0.0403881 0.9594089 0.9596119
dataset_name-Samusik_seed-42 random num-4 run0 5 CLP CLP 16 29769 418 727935 0.0368664 0.0392884 0.9631336 0.9607116
dataset_name-Samusik_seed-42 random num-4 run0 6 CMP CMP 58 29935 1777 726368 0.0316076 0.0395807 0.9683924 0.9604193
dataset_name-Samusik_seed-42 random num-4 run0 7 Classical Monocytes Classical Monocytes 3618 27261 84586 642673 0.0410185 0.0406921 0.9589815 0.9593079
dataset_name-Samusik_seed-42 random num-4 run0 8 Eosinophils Eosinophils 1966 28495 46618 681059 0.0404660 0.0401590 0.9595340 0.9598410
dataset_name-Samusik_seed-42 random num-4 run0 9 GMP GMP 194 29433 5224 723287 0.0358066 0.0391022 0.9641934 0.9608978
dataset_name-Samusik_seed-42 random num-4 run0 10 HSC HSC 2 30493 22 727621 0.0833333 0.0402222 0.9166667 0.9597778
dataset_name-Samusik_seed-42 random num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1724 28314 42276 685824 0.0391818 0.0396478 0.9608182 0.9603522
dataset_name-Samusik_seed-42 random num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 3995 25630 98740 629773 0.0388865 0.0391057 0.9611135 0.9608943
dataset_name-Samusik_seed-42 random num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 756 30016 17992 709374 0.0403243 0.0405956 0.9596757 0.9594044
dataset_name-Samusik_seed-42 random num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 2982 27771 72467 654918 0.0395234 0.0406788 0.9604766 0.9593212
dataset_name-Samusik_seed-42 random num-4 run0 15 MEP MEP 197 29835 4688 723418 0.0403275 0.0396082 0.9596725 0.9603918
dataset_name-Samusik_seed-42 random num-4 run0 16 MPP MPP 43 30331 1082 726682 0.0382222 0.0400667 0.9617778 0.9599333
dataset_name-Samusik_seed-42 random num-4 run0 17 Macrophages Macrophages 118 30564 2532 724924 0.0445283 0.0404560 0.9554717 0.9595440
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 99 31024 2692 724323 0.0354712 0.0410725 0.9645288 0.9589275
dataset_name-Samusik_seed-42 random num-4 run0 19 NKT cells NKT cells 281 29668 7290 720899 0.0371153 0.0395275 0.9628847 0.9604725
dataset_name-Samusik_seed-42 random num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 273 29428 6864 721573 0.0382514 0.0391850 0.9617486 0.9608150
dataset_name-Samusik_seed-42 random num-4 run0 21 Plasma Cells Plasma Cells 55 29763 1443 726877 0.0367156 0.0393357 0.9632844 0.9606643
dataset_name-Samusik_seed-42 random num-4 run0 22 gd T cells gd T cells 14 30353 347 727424 0.0387812 0.0400553 0.9612188 0.9599447
dataset_name-Samusik_seed-42 random num-4 run0 23 mDCs mDCs 30 30404 925 726779 0.0314136 0.0401541 0.9685864 0.9598459
dataset_name-Samusik_seed-42 random num-4 run0 24 pDCs pDCs 1009 29723 22795 704611 0.0423878 0.0404761 0.9576122 0.9595239
dataset_name-Samusik_seed-42 random num-4 run0 25 ungated ungated 11692 18697 284514 443235 0.0394725 0.0404757 0.9605275 0.9595243
dataset_name-Samusik_seed-42 random num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 159 30792 3660 729751 0.0416339 0.0404869 0.9583661 0.9595131
dataset_name-Samusik_seed-42 random num-5 run0 2 Basophils Basophils 152 29799 3483 730928 0.0418157 0.0391717 0.9581843 0.9608283
dataset_name-Samusik_seed-42 random num-5 run0 3 CD4 T cells CD4 T cells 200 30225 5023 728914 0.0382922 0.0398148 0.9617078 0.9601852
dataset_name-Samusik_seed-42 random num-5 run0 4 CD8 T cells CD8 T cells 451 30925 11087 721899 0.0390882 0.0410787 0.9609118 0.9589213
dataset_name-Samusik_seed-42 random num-5 run0 5 CLP CLP 21 30613 420 733308 0.0476190 0.0400735 0.9523810 0.9599265
dataset_name-Samusik_seed-42 random num-5 run0 6 CMP CMP 73 30660 1772 731857 0.0395664 0.0402089 0.9604336 0.9597911
dataset_name-Samusik_seed-42 random num-5 run0 7 Classical Monocytes Classical Monocytes 3674 27346 85590 647752 0.0411588 0.0405067 0.9588412 0.9594933
dataset_name-Samusik_seed-42 random num-5 run0 8 Eosinophils Eosinophils 1946 29008 46745 686663 0.0399663 0.0405326 0.9600337 0.9594674
dataset_name-Samusik_seed-42 random num-5 run0 9 GMP GMP 215 30415 5192 728540 0.0397633 0.0400748 0.9602367 0.9599252
dataset_name-Samusik_seed-42 random num-5 run0 10 HSC HSC 1 30044 26 734291 0.0370370 0.0393074 0.9629630 0.9606926
dataset_name-Samusik_seed-42 random num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1792 28092 44077 690401 0.0390678 0.0390985 0.9609322 0.9609015
dataset_name-Samusik_seed-42 random num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4404 26723 101697 631538 0.0415076 0.0405964 0.9584924 0.9594036
dataset_name-Samusik_seed-42 random num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 763 30249 18107 715243 0.0404346 0.0405759 0.9595654 0.9594241
dataset_name-Samusik_seed-42 random num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 3035 27631 71195 662501 0.0408864 0.0400373 0.9591136 0.9599627
dataset_name-Samusik_seed-42 random num-5 run0 15 MEP MEP 196 30238 4689 729239 0.0401228 0.0398142 0.9598772 0.9601858
dataset_name-Samusik_seed-42 random num-5 run0 16 MPP MPP 43 30199 1094 733026 0.0378188 0.0395676 0.9621812 0.9604324
dataset_name-Samusik_seed-42 random num-5 run0 17 Macrophages Macrophages 107 30157 2432 731666 0.0421426 0.0395853 0.9578574 0.9604147
dataset_name-Samusik_seed-42 random num-5 run0 18 NK cells NK cells 116 30589 2800 730857 0.0397805 0.0401723 0.9602195 0.9598277
dataset_name-Samusik_seed-42 random num-5 run0 19 NKT cells NKT cells 324 29952 7373 726713 0.0420943 0.0395842 0.9579057 0.9604158
dataset_name-Samusik_seed-42 random num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 334 31048 7119 725861 0.0448142 0.0410195 0.9551858 0.9589805
dataset_name-Samusik_seed-42 random num-5 run0 21 Plasma Cells Plasma Cells 65 29956 1500 732841 0.0415335 0.0392713 0.9584665 0.9607287
dataset_name-Samusik_seed-42 random num-5 run0 22 gd T cells gd T cells 16 30666 330 733350 0.0462428 0.0401379 0.9537572 0.9598621
dataset_name-Samusik_seed-42 random num-5 run0 23 mDCs mDCs 41 29830 948 733543 0.0414560 0.0390766 0.9585440 0.9609234
dataset_name-Samusik_seed-42 random num-5 run0 24 pDCs pDCs 885 29996 23175 710306 0.0367830 0.0405186 0.9632170 0.9594814
dataset_name-Samusik_seed-42 random num-5 run0 25 ungated ungated 11708 18488 284107 450059 0.0395788 0.0394582 0.9604212 0.9605418
dataset_name-Transformed_seed-42 cyanno num-1 run0 1 B-cells IgM+ B-cells IgM+ 5828 328 500 159229 0.9209861 0.0020557 0.0790139 0.9979443
dataset_name-Transformed_seed-42 cyanno num-1 run0 2 B-cells IgM- B-cells IgM- 1531 160 1635 162559 0.4835755 0.0009833 0.5164245 0.9990167
dataset_name-Transformed_seed-42 cyanno num-1 run0 3 CD4 T-cells CD4 T-cells 58626 3259 2028 101972 0.9665644 0.0309700 0.0334356 0.9690300
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 45123 7069 4811 108882 0.9036528 0.0609654 0.0963472 0.9390346
dataset_name-Transformed_seed-42 cyanno num-1 run0 5 DC DC 864 14 1036 163971 0.4547368 0.0000854 0.5452632 0.9999146
dataset_name-Transformed_seed-42 cyanno num-1 run0 6 NK cells NK cells 21395 2681 2123 139686 0.9097287 0.0188316 0.0902713 0.9811684
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 13311 2246 3268 147060 0.8028832 0.0150429 0.1971168 0.9849571
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 2984 466 822 161613 0.7840252 0.0028751 0.2159748 0.9971249
dataset_name-Transformed_seed-42 cyanno num-2 run0 1 B-cells IgM+ B-cells IgM+ 5698 287 421 154423 0.9311979 0.0018551 0.0688021 0.9981449
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 2314 358 653 157504 0.7799124 0.0022678 0.2200876 0.9977322
dataset_name-Transformed_seed-42 cyanno num-2 run0 3 CD4 T-cells CD4 T-cells 57087 3406 1212 99124 0.9792106 0.0332195 0.0207894 0.9667805
dataset_name-Transformed_seed-42 cyanno num-2 run0 4 CD8 T-cells CD8 T-cells 43400 4505 4636 108288 0.9034890 0.0399404 0.0965110 0.9600596
dataset_name-Transformed_seed-42 cyanno num-2 run0 5 DC DC 1209 58 575 158987 0.6776906 0.0003647 0.3223094 0.9996353
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 20613 1374 2688 136154 0.8846401 0.0099907 0.1153599 0.9900093
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 14896 2548 1806 141579 0.8918692 0.0176789 0.1081308 0.9823211
dataset_name-Transformed_seed-42 cyanno num-2 run0 8 ungated ungated 2873 203 748 157005 0.7934272 0.0012913 0.2065728 0.9987087
dataset_name-Transformed_seed-42 cyanno num-3 run0 1 B-cells IgM+ B-cells IgM+ 5429 328 439 157161 0.9251875 0.0020827 0.0748125 0.9979173
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 2341 457 616 159943 0.7916808 0.0028491 0.2083192 0.9971509
dataset_name-Transformed_seed-42 cyanno num-3 run0 3 CD4 T-cells CD4 T-cells 56944 1872 2199 102342 0.9628189 0.0179630 0.0371811 0.9820370
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 44945 5098 4746 108568 0.9044897 0.0448507 0.0955103 0.9551493
dataset_name-Transformed_seed-42 cyanno num-3 run0 5 DC DC 1060 35 805 161457 0.5683646 0.0002167 0.4316354 0.9997833
dataset_name-Transformed_seed-42 cyanno num-3 run0 6 NK cells NK cells 21726 2953 1369 137309 0.9407231 0.0210535 0.0592769 0.9789465
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 14700 2129 2329 144199 0.8632333 0.0145495 0.1367667 0.9854505
dataset_name-Transformed_seed-42 cyanno num-3 run0 8 ungated ungated 3031 309 678 159339 0.8172014 0.0019355 0.1827986 0.9980645
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 5660 280 650 157211 0.8969889 0.0017779 0.1030111 0.9982221
dataset_name-Transformed_seed-42 cyanno num-4 run0 2 B-cells IgM- B-cells IgM- 1770 142 1392 160497 0.5597723 0.0008840 0.4402277 0.9991160
dataset_name-Transformed_seed-42 cyanno num-4 run0 3 CD4 T-cells CD4 T-cells 56110 3267 3922 100502 0.9346682 0.0314834 0.0653318 0.9685166
dataset_name-Transformed_seed-42 cyanno num-4 run0 4 CD8 T-cells CD8 T-cells 44919 8709 3906 106267 0.9200000 0.0757462 0.0800000 0.9242538
dataset_name-Transformed_seed-42 cyanno num-4 run0 5 DC DC 1085 44 766 161906 0.5861696 0.0002717 0.4138304 0.9997283
dataset_name-Transformed_seed-42 cyanno num-4 run0 6 NK cells NK cells 20575 1954 2294 138978 0.8996895 0.0138648 0.1003105 0.9861352
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 13874 2177 3152 144598 0.8148714 0.0148322 0.1851286 0.9851678
dataset_name-Transformed_seed-42 cyanno num-4 run0 8 ungated ungated 2997 238 729 159837 0.8043478 0.0014868 0.1956522 0.9985132
dataset_name-Transformed_seed-42 cyanno num-5 run0 1 B-cells IgM+ B-cells IgM+ 5856 190 485 154607 0.9235136 0.0012274 0.0764864 0.9987726
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 2534 505 528 157571 0.8275637 0.0031947 0.1724363 0.9968053
dataset_name-Transformed_seed-42 cyanno num-5 run0 3 CD4 T-cells CD4 T-cells 57661 4223 1561 97693 0.9736416 0.0414361 0.0263584 0.9585639
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 41648 4985 4874 109631 0.8952324 0.0434931 0.1047676 0.9565069
dataset_name-Transformed_seed-42 cyanno num-5 run0 5 DC DC 820 81 1018 159219 0.4461371 0.0005085 0.5538629 0.9994915
dataset_name-Transformed_seed-42 cyanno num-5 run0 6 NK cells NK cells 20629 1503 2380 136626 0.8965622 0.0108811 0.1034378 0.9891189
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 14993 2284 2530 141331 0.8556183 0.0159036 0.1443817 0.9840964
dataset_name-Transformed_seed-42 cyanno num-5 run0 8 ungated ungated 3004 222 617 157295 0.8296051 0.0014094 0.1703949 0.9985906
dataset_name-Transformed_seed-42 cygate num-1 run0 1 B-cells IgM+ B-cells IgM+ 5145 112 870 123791 0.8553616 0.0009039 0.1446384 0.9990961
dataset_name-Transformed_seed-42 cygate num-1 run0 2 B-cells IgM- B-cells IgM- 2734 1843 167 125174 0.9424336 0.0145099 0.0575664 0.9854901
dataset_name-Transformed_seed-42 cygate num-1 run0 3 CD4 T-cells CD4 T-cells 33930 334 5512 90142 0.8602505 0.0036916 0.1397495 0.9963084
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 33188 6314 6254 84162 0.8414381 0.0697865 0.1585619 0.9302135
dataset_name-Transformed_seed-42 cygate num-1 run0 5 DC DC 1183 248 348 128139 0.7726976 0.0019317 0.2273024 0.9980683
dataset_name-Transformed_seed-42 cygate num-1 run0 6 NK cells NK cells 21708 7455 938 99817 0.9585799 0.0694962 0.0414201 0.9305038
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 10175 1673 4345 113725 0.7007576 0.0144977 0.2992424 0.9855023
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 2994 882 427 125615 0.8751827 0.0069725 0.1248173 0.9930275
dataset_name-Transformed_seed-42 cygate num-2 run0 1 B-cells IgM+ B-cells IgM+ 5370 234 705 152470 0.8839506 0.0015324 0.1160494 0.9984676
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 1994 1369 878 154538 0.6942897 0.0087809 0.3057103 0.9912191
dataset_name-Transformed_seed-42 cygate num-2 run0 3 CD4 T-cells CD4 T-cells 54051 5383 3151 96194 0.9449145 0.0529943 0.0550855 0.9470057
dataset_name-Transformed_seed-42 cygate num-2 run0 4 CD8 T-cells CD8 T-cells 37591 9788 9824 101576 0.7928082 0.0878920 0.2071918 0.9121080
dataset_name-Transformed_seed-42 cygate num-2 run0 5 DC DC 1128 382 655 156614 0.6326416 0.0024332 0.3673584 0.9975668
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 16895 4310 6264 131310 0.7295220 0.0317800 0.2704780 0.9682200
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 12198 4485 4460 137636 0.7322608 0.0315576 0.2677392 0.9684424
dataset_name-Transformed_seed-42 cygate num-2 run0 8 ungated ungated 2773 828 842 154336 0.7670816 0.0053363 0.2329184 0.9946637
dataset_name-Transformed_seed-42 cygate num-3 run0 1 B-cells IgM+ B-cells IgM+ 4978 154 830 130565 0.8570937 0.0011781 0.1429063 0.9988219
dataset_name-Transformed_seed-42 cygate num-3 run0 2 B-cells IgM- B-cells IgM- 2532 1392 260 132343 0.9068768 0.0104086 0.0931232 0.9895914
dataset_name-Transformed_seed-42 cygate num-3 run0 3 CD4 T-cells CD4 T-cells 34045 276 8338 93868 0.8032702 0.0029317 0.1967298 0.9970683
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 36550 9933 6349 83695 0.8520012 0.1060901 0.1479988 0.8939099
dataset_name-Transformed_seed-42 cygate num-3 run0 5 DC DC 1333 373 417 134404 0.7617143 0.0027675 0.2382857 0.9972325
dataset_name-Transformed_seed-42 cygate num-3 run0 6 NK cells NK cells 20119 5350 1089 109969 0.9486515 0.0463930 0.0513485 0.9536070
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 12092 3389 4349 116697 0.7354784 0.0282214 0.2645216 0.9717786
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 3013 998 233 132283 0.9282193 0.0074879 0.0717807 0.9925121
dataset_name-Transformed_seed-42 cygate num-4 run0 1 B-cells IgM+ B-cells IgM+ 5249 148 857 136423 0.8596462 0.0010837 0.1403538 0.9989163
dataset_name-Transformed_seed-42 cygate num-4 run0 2 B-cells IgM- B-cells IgM- 2682 1154 342 138499 0.8869048 0.0082633 0.1130952 0.9917367
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 46525 1151 5476 89525 0.8946943 0.0126935 0.1053057 0.9873065
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 32861 7436 6105 96275 0.8433249 0.0716992 0.1566751 0.9283008
dataset_name-Transformed_seed-42 cygate num-4 run0 5 DC DC 1281 280 340 140776 0.7902529 0.0019850 0.2097471 0.9980150
dataset_name-Transformed_seed-42 cygate num-4 run0 6 NK cells NK cells 20624 5634 1252 115167 0.9427683 0.0466387 0.0572317 0.9533613
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 12083 2136 3725 124733 0.7643598 0.0168363 0.2356402 0.9831637
dataset_name-Transformed_seed-42 cygate num-4 run0 8 ungated ungated 2755 678 520 138724 0.8412214 0.0048636 0.1587786 0.9951364
dataset_name-Transformed_seed-42 cygate num-5 run0 1 B-cells IgM+ B-cells IgM+ 5621 282 667 146847 0.8939249 0.0019167 0.1060751 0.9980833
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 2267 1187 770 149193 0.7464603 0.0078933 0.2535397 0.9921067
dataset_name-Transformed_seed-42 cygate num-5 run0 3 CD4 T-cells CD4 T-cells 54743 5164 4053 89457 0.9310667 0.0545756 0.0689333 0.9454244
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 30504 5443 9793 107677 0.7569794 0.0481170 0.2430206 0.9518830
dataset_name-Transformed_seed-42 cygate num-5 run0 5 DC DC 1261 323 497 151336 0.7172924 0.0021298 0.2827076 0.9978702
dataset_name-Transformed_seed-42 cygate num-5 run0 6 NK cells NK cells 21600 7045 1266 123506 0.9446340 0.0539636 0.0553660 0.9460364
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 10965 3423 6061 132968 0.6440150 0.0250970 0.3559850 0.9749030
dataset_name-Transformed_seed-42 cygate num-5 run0 8 ungated ungated 2839 750 510 149318 0.8477157 0.0049977 0.1522843 0.9950023
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1 B-cells IgM+ B-cells IgM+ 5651 1234 677 158323 0.8930152 0.0077339 0.1069848 0.9922661
dataset_name-Transformed_seed-42 dgcytof num-1 run0 2 B-cells IgM- B-cells IgM- 1532 686 1634 162033 0.4838913 0.0042159 0.5161087 0.9957841
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 54516 3874 6138 101357 0.8988030 0.0368142 0.1011970 0.9631858
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 42816 11479 7118 104472 0.8574518 0.0989987 0.1425482 0.9010013
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5 DC DC 1566 359 334 163626 0.8242105 0.0021892 0.1757895 0.9978108
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 19512 2909 4006 139458 0.8296624 0.0204331 0.1703376 0.9795669
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 13706 3790 2873 145516 0.8267085 0.0253841 0.1732915 0.9746159
dataset_name-Transformed_seed-42 dgcytof num-1 run0 8 ungated ungated 2030 225 1776 161854 0.5333684 0.0013882 0.4666316 0.9986118
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1 B-cells IgM+ B-cells IgM+ 5107 295 1012 154415 0.8346135 0.0019068 0.1653865 0.9980932
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 2404 1126 563 156736 0.8102460 0.0071328 0.1897540 0.9928672
dataset_name-Transformed_seed-42 dgcytof num-2 run0 3 CD4 T-cells CD4 T-cells 54194 2970 4105 99560 0.9295871 0.0289671 0.0704129 0.9710329
dataset_name-Transformed_seed-42 dgcytof num-2 run0 4 CD8 T-cells CD8 T-cells 43374 12047 4662 100746 0.9029478 0.1068063 0.0970522 0.8931937
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5 DC DC 1412 193 372 158852 0.7914798 0.0012135 0.2085202 0.9987865
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 17593 1938 5708 135590 0.7550320 0.0140917 0.2449680 0.9859083
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 13368 2740 3334 141387 0.8003832 0.0190110 0.1996168 0.9809890
dataset_name-Transformed_seed-42 dgcytof num-2 run0 8 ungated ungated 1850 218 1771 156990 0.5109086 0.0013867 0.4890914 0.9986133
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1 B-cells IgM+ B-cells IgM+ 5000 394 868 157095 0.8520791 0.0025018 0.1479209 0.9974982
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 2229 1130 728 159270 0.7538045 0.0070449 0.2461955 0.9929551
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 55344 4262 3799 99952 0.9357659 0.0408966 0.0642341 0.9591034
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 38864 5599 10827 108067 0.7821135 0.0492584 0.2178865 0.9507416
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5 DC DC 1634 317 231 161175 0.8761394 0.0019629 0.1238606 0.9980371
dataset_name-Transformed_seed-42 dgcytof num-3 run0 6 NK cells NK cells 21981 5956 1114 134306 0.9517645 0.0424634 0.0482355 0.9575366
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 14413 3610 2616 142718 0.8463797 0.0246706 0.1536203 0.9753294
dataset_name-Transformed_seed-42 dgcytof num-3 run0 8 ungated ungated 2297 327 1412 159321 0.6193044 0.0020483 0.3806956 0.9979517
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1 B-cells IgM+ B-cells IgM+ 6024 1503 286 155988 0.9546751 0.0095434 0.0453249 0.9904566
dataset_name-Transformed_seed-42 dgcytof num-4 run0 2 B-cells IgM- B-cells IgM- 1297 318 1865 160321 0.4101834 0.0019796 0.5898166 0.9980204
dataset_name-Transformed_seed-42 dgcytof num-4 run0 3 CD4 T-cells CD4 T-cells 55508 3166 4524 100603 0.9246402 0.0305101 0.0753598 0.9694899
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 43383 10872 5442 104104 0.8885407 0.0945589 0.1114593 0.9054411
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5 DC DC 1622 408 229 161542 0.8762831 0.0025193 0.1237169 0.9974807
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 17933 2081 4936 138851 0.7841620 0.0147660 0.2158380 0.9852340
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 13757 3688 3269 143087 0.8079995 0.0251269 0.1920005 0.9748731
dataset_name-Transformed_seed-42 dgcytof num-4 run0 8 ungated ungated 2100 141 1626 159934 0.5636071 0.0008808 0.4363929 0.9991192
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1 B-cells IgM+ B-cells IgM+ 5688 455 653 154342 0.8970194 0.0029393 0.1029806 0.9970607
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 2084 607 978 157469 0.6806009 0.0038399 0.3193991 0.9961601
dataset_name-Transformed_seed-42 dgcytof num-5 run0 3 CD4 T-cells CD4 T-cells 56921 5053 2301 96863 0.9611462 0.0495800 0.0388538 0.9504200
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 38814 6890 7708 107726 0.8343149 0.0601138 0.1656851 0.9398862
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5 DC DC 1410 236 428 159064 0.7671382 0.0014815 0.2328618 0.9985185
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 18100 1169 4909 136960 0.7866487 0.0084631 0.2133513 0.9915369
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 15265 5428 2258 138187 0.8711408 0.0377955 0.1288592 0.9622045
dataset_name-Transformed_seed-42 dgcytof num-5 run0 8 ungated ungated 2589 429 1032 157088 0.7149959 0.0027235 0.2850041 0.9972765
dataset_name-Transformed_seed-42 lda num-1 run0 1 B-cells IgM+ B-cells IgM+ 1451 247 1104 59889 0.5679061 0.0041074 0.4320939 0.9958926
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 603 886 310 60892 0.6604600 0.0143417 0.3395400 0.9856583
dataset_name-Transformed_seed-42 lda num-1 run0 3 CD4 T-cells CD4 T-cells 19909 54 4693 38035 0.8092432 0.0014177 0.1907568 0.9985823
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 14169 4148 4141 40233 0.7738394 0.0934634 0.2261606 0.9065366
dataset_name-Transformed_seed-42 lda num-1 run0 5 DC DC 1179 583 20 60909 0.9833194 0.0094809 0.0166806 0.9905191
dataset_name-Transformed_seed-42 lda num-1 run0 6 NK cells NK cells 8482 3291 54 50864 0.9936739 0.0607700 0.0063261 0.9392300
dataset_name-Transformed_seed-42 lda num-1 run0 7 monocytes monocytes 5796 1789 726 54380 0.8886845 0.0318503 0.1113155 0.9681497
dataset_name-Transformed_seed-42 lda num-1 run0 8 ungated ungated 27 77 27 62560 0.5000000 0.0012293 0.5000000 0.9987707
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 3718 766 641 104182 0.8529479 0.0072989 0.1470521 0.9927011
dataset_name-Transformed_seed-42 lda num-2 run0 2 B-cells IgM- B-cells IgM- 595 328 1149 107235 0.3411697 0.0030494 0.6588303 0.9969506
dataset_name-Transformed_seed-42 lda num-2 run0 3 CD4 T-cells CD4 T-cells 40772 456 3784 64295 0.9150732 0.0070424 0.0849268 0.9929576
dataset_name-Transformed_seed-42 lda num-2 run0 4 CD8 T-cells CD8 T-cells 29130 10807 4722 64648 0.8605105 0.1432244 0.1394895 0.8567756
dataset_name-Transformed_seed-42 lda num-2 run0 5 DC DC 912 386 116 107893 0.8871595 0.0035649 0.1128405 0.9964351
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 7110 3349 5604 93244 0.5592261 0.0346712 0.4407739 0.9653288
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 8605 2056 2228 96418 0.7943321 0.0208786 0.2056679 0.9791214
dataset_name-Transformed_seed-42 lda num-2 run0 8 ungated ungated 149 168 72 108918 0.6742081 0.0015401 0.3257919 0.9984599
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 2416 417 186 53895 0.9285165 0.0076779 0.0714835 0.9923221
dataset_name-Transformed_seed-42 lda num-3 run0 2 B-cells IgM- B-cells IgM- 42 9 450 56413 0.0853659 0.0001595 0.9146341 0.9998405
dataset_name-Transformed_seed-42 lda num-3 run0 3 CD4 T-cells CD4 T-cells 22206 42 3392 31274 0.8674896 0.0013412 0.1325104 0.9986588
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 7211 2061 4496 43146 0.6159563 0.0455903 0.3840437 0.9544097
dataset_name-Transformed_seed-42 lda num-3 run0 5 DC DC 1175 516 32 55191 0.9734880 0.0092627 0.0265120 0.9907373
dataset_name-Transformed_seed-42 lda num-3 run0 6 NK cells NK cells 8487 4528 75 43824 0.9912404 0.0936466 0.0087596 0.9063534
dataset_name-Transformed_seed-42 lda num-3 run0 7 monocytes monocytes 6263 1445 399 48807 0.9401081 0.0287551 0.0598919 0.9712449
dataset_name-Transformed_seed-42 lda num-3 run0 8 ungated ungated 42 54 42 56776 0.5000000 0.0009502 0.5000000 0.9990498
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 2463 500 1033 88501 0.7045195 0.0056179 0.2954805 0.9943821
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 508 643 761 90585 0.4003152 0.0070483 0.5996848 0.9929517
dataset_name-Transformed_seed-42 lda num-4 run0 3 CD4 T-cells CD4 T-cells 29038 76 8512 54871 0.7733156 0.0013832 0.2266844 0.9986168
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 23352 9070 5555 54520 0.8078320 0.1426325 0.1921680 0.8573675
dataset_name-Transformed_seed-42 lda num-4 run0 5 DC DC 1085 367 30 91015 0.9730942 0.0040161 0.0269058 0.9959839
dataset_name-Transformed_seed-42 lda num-4 run0 6 NK cells NK cells 10787 4803 236 76671 0.9785902 0.0589513 0.0214098 0.9410487
dataset_name-Transformed_seed-42 lda num-4 run0 7 monocytes monocytes 7434 2233 1613 81217 0.8217089 0.0267585 0.1782911 0.9732415
dataset_name-Transformed_seed-42 lda num-4 run0 8 ungated ungated 46 92 44 92315 0.5111111 0.0009956 0.4888889 0.9990044
dataset_name-Transformed_seed-42 lda num-5 run0 1 B-cells IgM+ B-cells IgM+ 4445 184 1056 104706 0.8080349 0.0017542 0.1919651 0.9982458
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 1110 630 1218 107433 0.4768041 0.0058299 0.5231959 0.9941701
dataset_name-Transformed_seed-42 lda num-5 run0 3 CD4 T-cells CD4 T-cells 33405 145 8467 68374 0.7977885 0.0021162 0.2022115 0.9978838
dataset_name-Transformed_seed-42 lda num-5 run0 4 CD8 T-cells CD8 T-cells 32820 19507 3376 54688 0.9067300 0.2629153 0.0932700 0.7370847
dataset_name-Transformed_seed-42 lda num-5 run0 5 DC DC 853 175 214 109149 0.7994377 0.0016007 0.2005623 0.9983993
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 2933 1351 6900 99207 0.2982813 0.0134350 0.7017187 0.9865650
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 9111 3320 4110 93850 0.6891309 0.0341669 0.3108691 0.9658331
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 148 254 225 109764 0.3967828 0.0023087 0.6032172 0.9976913
dataset_name-Transformed_seed-42 random num-1 run0 1 B-cells IgM+ B-cells IgM+ 800 19703 5528 139854 0.1264223 0.1234857 0.8735777 0.8765143
dataset_name-Transformed_seed-42 random num-1 run0 2 B-cells IgM- B-cells IgM- 421 21126 2745 141593 0.1329754 0.1298312 0.8670246 0.8701688
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 7536 13353 53118 91878 0.1242457 0.1268923 0.8757543 0.8731077
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 6271 14919 43663 101032 0.1255858 0.1286664 0.8744142 0.8713336
dataset_name-Transformed_seed-42 random num-1 run0 5 DC DC 266 20781 1634 143204 0.1400000 0.1267250 0.8600000 0.8732750
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 2958 17791 20560 124576 0.1257760 0.1249658 0.8742240 0.8750342
dataset_name-Transformed_seed-42 random num-1 run0 7 monocytes monocytes 1969 17714 14610 131592 0.1187647 0.1186423 0.8812353 0.8813577
dataset_name-Transformed_seed-42 random num-1 run0 8 ungated ungated 487 19790 3319 142289 0.1279559 0.1221010 0.8720441 0.8778990
dataset_name-Transformed_seed-42 random num-2 run0 1 B-cells IgM+ B-cells IgM+ 784 19124 5335 135586 0.1281255 0.1236119 0.8718745 0.8763881
dataset_name-Transformed_seed-42 random num-2 run0 2 B-cells IgM- B-cells IgM- 390 20490 2577 137372 0.1314459 0.1297969 0.8685541 0.8702031
dataset_name-Transformed_seed-42 random num-2 run0 3 CD4 T-cells CD4 T-cells 6995 12081 51304 90449 0.1199849 0.1178289 0.8800151 0.8821711
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 6110 14145 41926 98648 0.1271963 0.1254067 0.8728037 0.8745933
dataset_name-Transformed_seed-42 random num-2 run0 5 DC DC 217 19445 1567 139600 0.1216368 0.1222610 0.8783632 0.8777390
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 2952 17171 20349 120357 0.1266898 0.1248546 0.8733102 0.8751454
dataset_name-Transformed_seed-42 random num-2 run0 7 monocytes monocytes 2231 18322 14471 125805 0.1335768 0.1271240 0.8664232 0.8728760
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 455 19917 3166 137291 0.1256559 0.1266920 0.8743441 0.8733080
dataset_name-Transformed_seed-42 random num-3 run0 1 B-cells IgM+ B-cells IgM+ 738 19459 5130 138030 0.1257669 0.1235578 0.8742331 0.8764422
dataset_name-Transformed_seed-42 random num-3 run0 2 B-cells IgM- B-cells IgM- 349 19627 2608 140773 0.1180250 0.1223628 0.8819750 0.8776372
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 7426 12996 51717 91218 0.1255601 0.1247049 0.8744399 0.8752951
dataset_name-Transformed_seed-42 random num-3 run0 4 CD8 T-cells CD8 T-cells 6311 14263 43380 99403 0.1270049 0.1254817 0.8729951 0.8745183
dataset_name-Transformed_seed-42 random num-3 run0 5 DC DC 257 20964 1608 140528 0.1378016 0.1298145 0.8621984 0.8701855
dataset_name-Transformed_seed-42 random num-3 run0 6 NK cells NK cells 2957 17923 20138 122339 0.1280364 0.1277823 0.8719636 0.8722177
dataset_name-Transformed_seed-42 random num-3 run0 7 monocytes monocytes 2013 17371 15016 128957 0.1182101 0.1187128 0.8817899 0.8812872
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 455 20248 3254 139400 0.1226746 0.1268290 0.8773254 0.8731710
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 790 20142 5520 137349 0.1251981 0.1278930 0.8748019 0.8721070
dataset_name-Transformed_seed-42 random num-4 run0 2 B-cells IgM- B-cells IgM- 410 20870 2752 139769 0.1296648 0.1299186 0.8703352 0.8700814
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 7527 12950 52505 90819 0.1253831 0.1247964 0.8746169 0.8752036
dataset_name-Transformed_seed-42 random num-4 run0 4 CD8 T-cells CD8 T-cells 5728 13705 43097 101271 0.1173169 0.1191988 0.8826831 0.8808012
dataset_name-Transformed_seed-42 random num-4 run0 5 DC DC 256 20507 1595 141443 0.1383036 0.1266255 0.8616964 0.8733745
dataset_name-Transformed_seed-42 random num-4 run0 6 NK cells NK cells 2833 17421 20036 123511 0.1238795 0.1236128 0.8761205 0.8763872
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 2165 18460 14861 128315 0.1271585 0.1257707 0.8728415 0.8742293
dataset_name-Transformed_seed-42 random num-4 run0 8 ungated ungated 478 19559 3248 140516 0.1282877 0.1221865 0.8717123 0.8778135
dataset_name-Transformed_seed-42 random num-5 run0 1 B-cells IgM+ B-cells IgM+ 816 19596 5525 135201 0.1286863 0.1265916 0.8713137 0.8734084
dataset_name-Transformed_seed-42 random num-5 run0 2 B-cells IgM- B-cells IgM- 367 19325 2695 138751 0.1198563 0.1222513 0.8801437 0.8777487
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 7359 12937 51863 88979 0.1242613 0.1269379 0.8757387 0.8730621
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 5851 14310 40671 100306 0.1257685 0.1248517 0.8742315 0.8751483
dataset_name-Transformed_seed-42 random num-5 run0 5 DC DC 266 20655 1572 138645 0.1447225 0.1296610 0.8552775 0.8703390
dataset_name-Transformed_seed-42 random num-5 run0 6 NK cells NK cells 2954 17643 20055 120486 0.1283845 0.1277284 0.8716155 0.8722716
dataset_name-Transformed_seed-42 random num-5 run0 7 monocytes monocytes 2058 17055 15465 126560 0.1174456 0.1187550 0.8825544 0.8812450
dataset_name-Transformed_seed-42 random num-5 run0 8 ungated ungated 431 19515 3190 138002 0.1190279 0.1238914 0.8809721 0.8761086

Rare Population Buckets

dataset model crossvalidation run_id rare_bucket n_populations median_f1 median_precision median_recall total_support n_cells support_share
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 1-5% 9 0.7325250 0.8553552 0.8528021 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5-20% 7 0.7989352 0.8492899 0.8379718 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 <1% 8 0.6088821 0.5128660 0.5684022 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 >20% 1 0.9378171 0.9828096 0.8967638 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 1-5% 9 0.7852323 0.8048788 0.7704253 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5-20% 7 0.7733572 0.8728491 0.8568411 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 <1% 8 0.6727833 0.7182430 0.2159973 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 >20% 1 0.9609734 0.9757474 0.9466402 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 1-5% 9 0.7085686 0.7485331 0.7962109 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5-20% 7 0.7087039 0.7450938 0.7892723 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 <1% 8 0.5906193 0.5988382 0.2372642 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 >20% 1 0.9640697 0.9685151 0.9596650 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 1-5% 9 0.7403505 0.8080256 0.8843423 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5-20% 7 0.7478650 0.7347269 0.8642244 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 <1% 8 0.4784374 0.7108475 0.2820528 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 >20% 1 0.9669789 0.9588598 0.9752367 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 1-5% 9 0.7397748 0.8569308 0.7821105 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5-20% 7 0.8185490 0.8513487 0.8639436 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 <1% 8 0.5788744 0.8201678 0.0307240 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 >20% 1 0.9662702 0.9492721 0.9838882 672490 2800058 0.2401700
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1-5% 9 0.6455097 0.5595314 0.8606135 505591 2732233 0.1850468
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5-20% 7 0.6602571 0.6723444 0.7703315 1475827 2732233 0.5401542
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 <1% 8 0.3337140 0.2646716 0.3142817 68806 2732233 0.0251831
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 >20% 1 0.9277306 0.9830982 0.8782670 682009 2732233 0.2496160
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1-5% 10 0.6101429 0.5857968 0.8153624 522541 2703551 0.1932795
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5-20% 7 0.6750031 0.8540566 0.8214629 1480304 2703551 0.5475406
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 <1% 7 0.2823993 0.1983131 0.5212081 41292 2703551 0.0152732
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 >20% 1 0.9542914 0.9665804 0.9423109 659414 2703551 0.2439066
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1-5% 9 0.5950857 0.5974731 0.6746640 505370 2766411 0.1826807
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5-20% 7 0.7553575 0.7079718 0.7736368 1513159 2766411 0.5469755
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 <1% 8 0.4480618 0.3403032 0.3129381 68411 2766411 0.0247292
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 >20% 1 0.9541266 0.9548051 0.9534491 679471 2766411 0.2456146
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 1-5% 9 0.7812029 0.7653642 0.7977111 490012 2717047 0.1803473
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5-20% 7 0.7031997 0.7438403 0.8868176 1487774 2717047 0.5475702
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 <1% 8 0.4644410 0.3686792 0.2896237 64159 2717047 0.0236135
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 >20% 1 0.9655130 0.9580114 0.9731329 675102 2717047 0.2484690
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1-5% 9 0.6346287 0.5463237 0.8254070 492128 2661403 0.1849130
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5-20% 7 0.7205924 0.7118152 0.7751919 1440015 2661403 0.5410736
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 <1% 8 0.4577826 0.3746459 0.3420167 62446 2661403 0.0234636
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 >20% 1 0.9690578 0.9620554 0.9761628 666814 2661403 0.2505498
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 1-5% 9 0.7007862 0.7970113 0.7697864 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5-20% 7 0.7540347 0.7715652 0.7345017 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 <1% 8 0.3288364 0.4354548 0.1786866 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 >20% 1 0.9527859 0.9746690 0.9318639 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 1-5% 9 0.7383971 0.7879651 0.7139936 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5-20% 7 0.7580225 0.8552926 0.8327502 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 <1% 8 0.3734956 0.5127557 0.2067931 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 >20% 1 0.9632771 0.9646519 0.9619062 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 1-5% 9 0.6438763 0.7009684 0.7625419 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5-20% 7 0.7529014 0.7217475 0.7390930 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 <1% 8 0.4961926 0.4760909 0.1640615 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 >20% 1 0.9592391 0.9538931 0.9646452 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 1-5% 9 0.6769495 0.8186991 0.7984476 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5-20% 7 0.7077278 0.7030887 0.8149588 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 <1% 8 0.3708796 0.4339575 0.1914875 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 >20% 1 0.9596687 0.9378847 0.9824887 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1-5% 9 0.6867884 0.7172186 0.7717120 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5-20% 7 0.7612137 0.8321332 0.8335116 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 <1% 8 0.2823239 0.6373070 0.0424842 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 >20% 1 0.9613756 0.9390696 0.9847671 672490 2800058 0.2401700
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1-5% 10 0.4542017 0.5372452 0.6526958 637021 2383256 0.2672902
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 5-20% 5 0.7468755 0.8121809 0.8205596 1012677 2383256 0.4249132
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 <1% 9 0.3263544 0.2617167 0.5885958 78262 2383256 0.0328383
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 >20% 1 0.9305194 0.9358501 0.9252490 655296 2383256 0.2749583
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1-5% 8 0.4785412 0.4246919 0.5485051 400237 2354472 0.1699901
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 5-20% 7 0.6304023 0.7106270 0.7394456 1277343 2354472 0.5425178
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 <1% 9 0.2311247 0.1117170 0.4574780 71624 2354472 0.0304204
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 >20% 1 0.9102742 0.9416969 0.8808809 605268 2354472 0.2570716
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 1-5% 8 0.4148771 0.4621413 0.5083544 421532 2533024 0.1664145
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5-20% 7 0.6552356 0.6152710 0.7550582 1382844 2533024 0.5459261
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 <1% 9 0.3218923 0.2662770 0.0025736 83612 2533024 0.0330088
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 >20% 1 0.9218843 0.9352207 0.9089229 645036 2533024 0.2546506
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 1-5% 9 0.4038398 0.4503170 0.7033667 426072 2351465 0.1811943
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5-20% 7 0.5403896 0.5206876 0.5827751 1264865 2351465 0.5379051
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 <1% 8 0.1174658 0.1680498 0.0428871 58175 2351465 0.0247399
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 >20% 1 0.8952551 0.9386232 0.8557175 602353 2351465 0.2561607
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1-5% 8 0.5138005 0.4555060 0.7033889 396560 2296980 0.1726441
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 5-20% 7 0.6122598 0.5719310 0.6740759 1186271 2296980 0.5164481
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 <1% 9 0.2709909 0.2412912 0.1293368 76878 2296980 0.0334692
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 >20% 1 0.9382228 0.9180462 0.9593062 637271 2296980 0.2774386
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 1-5% 9 0.0229062 0.0153572 0.0433449 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5-20% 7 0.0533023 0.0688736 0.0434736 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 <1% 8 0.0051038 0.0027044 0.0440588 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 >20% 1 0.0733639 0.2405279 0.0432828 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 1-5% 9 0.0219691 0.0148662 0.0417073 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5-20% 7 0.0530098 0.0718156 0.0416168 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 <1% 8 0.0051509 0.0027355 0.0403136 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 >20% 1 0.0718895 0.2390891 0.0423049 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 1-5% 9 0.0214988 0.0138922 0.0498862 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5-20% 7 0.0589308 0.0719948 0.0497469 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 <1% 8 0.0074973 0.0040806 0.0244403 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 >20% 1 0.0835283 0.2390999 0.0506031 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 1-5% 9 0.0218181 0.0139916 0.0476594 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5-20% 7 0.0574732 0.0718587 0.0475619 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 <1% 8 0.0055169 0.0029160 0.0447079 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 >20% 1 0.0794701 0.2414059 0.0475640 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 1-5% 9 0.0215639 0.0140788 0.0458536 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 5-20% 7 0.0544784 0.0703324 0.0453416 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 <1% 8 0.0052156 0.0027608 0.0427606 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 >20% 1 0.0764682 0.2407663 0.0454520 672490 2800058 0.2401700
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5-20% 5 0.9875665 0.9915238 0.9818983 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 >20% 1 0.9972212 0.9963771 0.9980667 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5-20% 5 0.9882641 0.9900153 0.9894965 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 >20% 1 0.9975929 0.9967745 0.9984127 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5-20% 5 0.9898504 0.9908689 0.9907093 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 >20% 1 0.9969598 0.9963597 0.9975606 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1-5% 1 0.9452731 0.9630869 0.9281063 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5-20% 4 0.9913003 0.9924988 0.9952785 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 >20% 1 0.9976161 0.9973668 0.9978656 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1-5% 1 0.9608365 0.9743042 0.9477361 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5-20% 4 0.9920129 0.9931255 0.9945648 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 >20% 1 0.9978742 0.9973245 0.9984245 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5-20% 5 0.9382986 0.9630151 0.8890664 840672 1515011 0.5548950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 >20% 1 0.9758199 0.9663753 0.9854509 674339 1515011 0.4451050
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1-5% 1 0.3238955 0.3351264 0.3133929 49698 1250408 0.0397454
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5-20% 4 0.9190358 0.9517651 0.9104790 625425 1250408 0.5001767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 >20% 1 0.9729140 0.9489411 0.9981296 575285 1250408 0.4600778
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1-5% 1 0.4042100 0.2949055 0.6422586 55610 1308093 0.0425123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5-20% 4 0.8728574 0.9812437 0.8465226 617818 1308093 0.4723043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 >20% 1 0.9742478 0.9523585 0.9971670 634665 1308093 0.4851834
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1-5% 1 0.7703721 0.7263780 0.8200390 62997 1392140 0.0452519
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5-20% 4 0.9416051 0.9317680 0.9725964 661212 1392140 0.4749609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 >20% 1 0.9865384 0.9890114 0.9840777 667931 1392140 0.4797872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1-5% 1 0.7804275 0.7568986 0.8054662 59969 1388241 0.0431978
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5-20% 4 0.9582018 0.9582530 0.9836238 742760 1388241 0.5350368
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 >20% 1 0.9751355 0.9725034 0.9777818 585512 1388241 0.4217654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5-20% 5 0.9484526 0.9694541 0.9609693 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 >20% 1 0.9853172 0.9770756 0.9936990 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5-20% 5 0.9717031 0.9724217 0.9709856 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 >20% 1 0.9782708 0.9602473 0.9969839 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5-20% 5 0.9589640 0.9504988 0.9675814 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 >20% 1 0.9876475 0.9847579 0.9905541 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1-5% 1 0.3233234 0.6195445 0.2187385 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5-20% 4 0.9312451 0.9263074 0.9630795 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 >20% 1 0.9807646 0.9778165 0.9837304 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1-5% 1 0.3133861 0.5918986 0.2131094 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5-20% 4 0.9678744 0.9628948 0.9739554 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 >20% 1 0.9838368 0.9831100 0.9845647 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1-5% 1 0.3659617 0.4816722 0.2950764 64973 1474730 0.0440576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5-20% 4 0.9182956 0.9124747 0.9262333 737250 1474730 0.4999220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 >20% 1 0.9775573 0.9767722 0.9783437 672507 1474730 0.4560204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1-5% 1 0.2850560 0.3630349 0.2346532 55891 1277454 0.0437519
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5-20% 4 0.8704720 0.9448369 0.8775751 620741 1277454 0.4859204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 >20% 1 0.9636941 0.9372373 0.9916881 600822 1277454 0.4703277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1-5% 1 0.3313052 0.5192293 0.2432617 54057 1336985 0.0404320
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5-20% 4 0.8325737 0.9219763 0.7717449 627324 1336985 0.4692080
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 >20% 1 0.9122741 0.8444521 0.9919418 655604 1336985 0.4903600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1-5% 1 0.3888540 0.4878497 0.3232577 52602 1366285 0.0385000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5-20% 4 0.8331668 0.9183212 0.7607882 650096 1366285 0.4758129
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 >20% 1 0.9119312 0.8494646 0.9843140 663587 1366285 0.4856871
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1-5% 1 0.3499456 0.4763056 0.2765731 41320 1306981 0.0316148
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5-20% 4 0.9090940 0.9234116 0.9248724 682782 1306981 0.5224116
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 >20% 1 0.9772565 0.9690092 0.9856454 582879 1306981 0.4459736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5-20% 5 0.1412626 0.1235331 0.1664333 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 >20% 1 0.2427033 0.4456275 0.1667643 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5-20% 5 0.1405783 0.1226056 0.1664718 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 >20% 1 0.2427503 0.4456034 0.1668120 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5-20% 5 0.1351334 0.1132671 0.1672388 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 >20% 1 0.2468005 0.4699459 0.1673414 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1-5% 1 0.0708711 0.0452977 0.1627583 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5-20% 4 0.1414502 0.1228175 0.1670639 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 >20% 1 0.2450692 0.4704230 0.1656942 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1-5% 1 0.0739980 0.0475308 0.1669783 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5-20% 4 0.1484928 0.1337288 0.1661469 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 >20% 1 0.2389606 0.4223630 0.1666126 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1-5% 1 0.9326685 0.9025814 0.9648307 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5-20% 3 0.9860302 0.9918108 0.9803165 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 >20% 2 0.9971393 0.9958684 0.9984143 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1-5% 1 0.8830002 0.9057865 0.8613322 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5-20% 3 0.9848000 0.9930065 0.9811511 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 >20% 2 0.9949441 0.9937682 0.9961254 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1-5% 1 0.9030596 0.9728863 0.8425850 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5-20% 3 0.9861424 0.9877547 0.9945869 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 >20% 2 0.9971304 0.9967150 0.9975462 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1-5% 1 0.9419629 0.9640669 0.9208497 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5-20% 3 0.9857990 0.9920336 0.9860482 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 >20% 2 0.9969875 0.9955147 0.9984646 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1-5% 1 0.9346869 0.9530722 0.9169976 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5-20% 3 0.9863478 0.9889464 0.9837628 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 >20% 2 0.9971258 0.9965086 0.9977437 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1-5% 1 0.7831594 0.7221888 0.8553742 140300 3768363 0.0372310
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5-20% 3 0.9352445 0.9782040 0.9442572 1241147 3768363 0.3293597
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 >20% 2 0.9752466 0.9698163 0.9807437 2386916 3768363 0.6334093
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1-5% 1 0.2401219 0.3294171 0.1889131 153912 3789323 0.0406173
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5-20% 3 0.8895033 0.9535888 0.9318317 1161717 3789323 0.3065764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 >20% 2 0.9703089 0.9559744 0.9852435 2473694 3789323 0.6528063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1-5% 1 0.1884421 0.3809677 0.1251808 151397 3586312 0.0422152
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5-20% 3 0.8721326 0.9814502 0.9801915 1064068 3586312 0.2967026
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 >20% 2 0.9679202 0.9509977 0.9857938 2370847 3586312 0.6610822
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1-5% 1 0.5936990 0.7872259 0.4765474 130199 3674391 0.0354342
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5-20% 3 0.8898177 0.9802563 0.9702812 1053314 3674391 0.2866636
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 >20% 2 0.9774533 0.9615819 0.9940485 2490878 3674391 0.6779023
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1-5% 1 0.2385881 0.2493811 0.2286905 136993 3694040 0.0370849
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5-20% 3 0.8620573 0.9511721 0.9936711 1109550 3694040 0.3003622
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 >20% 2 0.9644241 0.9634139 0.9667401 2447497 3694040 0.6625529
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1-5% 1 0.7234453 0.7783281 0.6757926 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5-20% 3 0.9463879 0.9525836 0.9402723 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 >20% 2 0.9752831 0.9578374 0.9933762 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1-5% 1 0.1241354 0.5265247 0.0703621 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5-20% 3 0.9331235 0.9143489 0.9526853 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 >20% 2 0.9672326 0.9473658 0.9895513 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1-5% 1 0.6942688 0.7772912 0.6272702 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5-20% 3 0.9328035 0.9373199 0.9283305 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 >20% 2 0.9797370 0.9754266 0.9843894 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1-5% 1 0.7895098 0.8421573 0.7430575 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5-20% 3 0.9474349 0.9408161 0.9541474 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 >20% 2 0.9825220 0.9849833 0.9800983 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1-5% 1 0.0434872 0.6475410 0.0224991 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5-20% 3 0.9291638 0.9284255 0.9603834 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 >20% 2 0.9804017 0.9685403 0.9925581 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1-5% 1 0.3544042 0.3449816 0.3643559 118892 3615263 0.0328861
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5-20% 3 0.7993407 0.8511334 0.8929694 1119524 3615263 0.3096660
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 >20% 2 0.9462208 0.9636420 0.9328042 2376847 3615263 0.6574479
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1-5% 1 0.1998885 0.3441256 0.1408518 170541 3828528 0.0445448
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5-20% 3 0.8586061 0.8620075 0.9065912 1190108 3828528 0.3108526
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 >20% 2 0.9643955 0.9612838 0.9675384 2467879 3828528 0.6446026
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1-5% 1 0.3219981 0.4488136 0.2510594 128611 3629528 0.0354346
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5-20% 3 0.8118997 0.8211089 0.8064112 1089013 3629528 0.3000426
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 >20% 2 0.9607352 0.9472646 0.9747075 2411904 3629528 0.6645228
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1-5% 1 0.2837239 0.5915482 0.1866150 123093 3718230 0.0331053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5-20% 3 0.8450698 0.8148163 0.8776566 1118927 3718230 0.3009300
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 >20% 2 0.9495421 0.9613247 0.9400279 2476210 3718230 0.6659647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1-5% 1 0.2833268 0.4451704 0.2077855 152489 3792755 0.0402053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5-20% 3 0.7430990 0.7269915 0.8263436 1175658 3792755 0.3099747
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 >20% 2 0.9254850 0.9513029 0.9071928 2464608 3792755 0.6498200
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1-5% 1 0.0634562 0.0391311 0.1677109 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5-20% 3 0.1304755 0.1073003 0.1660242 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 >20% 2 0.2145239 0.3161805 0.1658950 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1-5% 1 0.0728570 0.0466034 0.1668516 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5-20% 3 0.1284215 0.1039581 0.1662056 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 >20% 2 0.2128355 0.3197379 0.1659856 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1-5% 1 0.0718694 0.0457826 0.1670594 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5-20% 3 0.1294103 0.1052542 0.1660060 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 >20% 2 0.2156829 0.3197515 0.1670268 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1-5% 1 0.0687986 0.0433611 0.1664379 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5-20% 3 0.1254271 0.1002177 0.1673639 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 >20% 2 0.2151013 0.3221133 0.1665720 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1-5% 1 0.0721317 0.0460167 0.1667826 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5-20% 3 0.1286167 0.1048351 0.1663534 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 >20% 2 0.2135638 0.3188283 0.1658332 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 1-5% 4 0.9939818 0.9925649 0.9951547 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5-20% 3 0.9972488 0.9953775 0.9986905 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 <1% 20 0.9572099 0.9795535 0.9326821 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 >20% 1 0.9999285 0.9998977 0.9999593 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 1-5% 4 0.9915593 0.9892008 0.9939320 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 5-20% 3 0.9968020 0.9946838 0.9989292 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 <1% 20 0.9600363 0.9831787 0.9356530 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 >20% 1 0.9996266 0.9998407 0.9994125 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 1-5% 4 0.9989212 0.9983906 0.9993828 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5-20% 3 0.9996131 0.9994130 0.9998133 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 <1% 20 0.9902400 0.9971711 0.9879421 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 >20% 1 0.9999902 0.9999992 0.9999812 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 1-5% 4 0.9987899 0.9981469 0.9991909 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 5-20% 3 0.9995591 0.9993273 0.9997910 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 <1% 20 0.9910837 0.9969681 0.9860257 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 >20% 1 0.9999860 0.9999987 0.9999734 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 1-5% 4 0.9990971 0.9985762 0.9996185 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 5-20% 3 0.9997764 0.9997110 0.9998253 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 <1% 20 0.9951970 0.9967268 0.9897410 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 >20% 1 0.9999827 0.9999997 0.9999657 9715414 16114380 0.6029034
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 1-5% 4 0.9728954 0.9803489 0.9791123 1880014 16209847 0.1159797
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 5-20% 3 0.9705702 0.9589157 0.9653911 3430782 16209847 0.2116480
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 <1% 20 0.8593590 0.8606285 0.8825913 954499 16209847 0.0588839
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 >20% 1 0.9964768 0.9999560 0.9930218 9944552 16209847 0.6134883
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 1-5% 4 0.9720259 0.9714208 0.9852527 1943481 16287863 0.1193208
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 5-20% 3 0.9707422 0.9707299 0.9793875 3412910 16287863 0.2095370
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 <1% 20 0.8730665 0.8847735 0.8334458 972395 16287863 0.0597006
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 >20% 1 0.9989359 0.9998839 0.9979898 9959077 16287863 0.6114416
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 1-5% 4 0.9808649 0.9795208 0.9773756 1833553 15674629 0.1169758
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 5-20% 3 0.9785254 0.9814374 0.9781078 3301381 15674629 0.2106194
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 <1% 20 0.8608743 0.8657348 0.8804613 936556 15674629 0.0597498
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 >20% 1 0.9987110 0.9997664 0.9976580 9603139 15674629 0.6126549
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 1-5% 4 0.9830868 0.9822921 0.9848154 1813291 15734492 0.1152431
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 5-20% 3 0.9737677 0.9646704 0.9757592 3312785 15734492 0.2105429
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 <1% 20 0.8097833 0.8593589 0.8223570 948229 15734492 0.0602644
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 >20% 1 0.9993665 0.9998357 0.9988978 9660187 15734492 0.6139497
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 1-5% 4 0.9608173 0.9780708 0.9760593 1897331 15536797 0.1221185
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 5-20% 3 0.9786160 0.9660468 0.9836570 3229142 15536797 0.2078383
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 <1% 20 0.8295880 0.8548585 0.8788435 946480 15536797 0.0609186
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 >20% 1 0.9965344 0.9999787 0.9931138 9463844 15536797 0.6091245
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1-5% 4 0.9745211 0.9754956 0.9753288 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 5-20% 3 0.9800424 0.9825752 0.9800573 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 <1% 20 0.8646483 0.9092592 0.9154442 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 >20% 1 0.9992598 0.9992319 0.9992877 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1-5% 4 0.9713166 0.9775322 0.9717657 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5-20% 3 0.9794042 0.9839388 0.9865080 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 <1% 20 0.8900331 0.9067141 0.8623381 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 >20% 1 0.9991665 0.9989745 0.9993586 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1-5% 4 0.9855610 0.9864672 0.9832404 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 5-20% 3 0.9838836 0.9933943 0.9837614 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 <1% 20 0.9410000 0.9458537 0.9441044 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 >20% 1 0.9995828 0.9994004 0.9997654 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1-5% 4 0.9782091 0.9875249 0.9836302 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5-20% 3 0.9883684 0.9911195 0.9953393 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 <1% 20 0.9467187 0.9585768 0.9416655 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 >20% 1 0.9994168 0.9993603 0.9994733 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1-5% 4 0.9852387 0.9852889 0.9900655 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 5-20% 3 0.9882714 0.9881754 0.9938212 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 <1% 20 0.9378425 0.9665376 0.9360570 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 >20% 1 0.9995203 0.9991468 0.9998940 9715414 16114380 0.6029034
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 1-5% 4 0.9215191 0.9254607 0.9578462 2015813 16462252 0.1224506
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 5-20% 3 0.9557057 0.9505923 0.9438341 3378055 16462252 0.2052001
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 <1% 20 0.7450482 0.6618145 0.8672403 1054424 16462252 0.0640510
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 >20% 1 0.9845501 0.9993503 0.9701819 10013960 16462252 0.6082983
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 1-5% 4 0.9508283 0.9616957 0.9566135 2018880 16524341 0.1221761
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 5-20% 3 0.9577622 0.9492055 0.9429581 3411348 16524341 0.2064438
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 <1% 20 0.8227246 0.7740198 0.8851622 1055590 16524341 0.0638809
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 >20% 1 0.9955798 0.9992932 0.9918939 10038523 16524341 0.6074991
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 1-5% 4 0.9393511 0.9428163 0.9524688 1940107 15872550 0.1222303
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 5-20% 3 0.9543381 0.9452856 0.9614399 3267946 15872550 0.2058866
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 <1% 20 0.8183145 0.7708111 0.9082683 1010698 15872550 0.0636758
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 >20% 1 0.9941722 0.9993092 0.9890878 9653799 15872550 0.6082072
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 1-5% 4 0.9388058 0.9427875 0.9549937 1954490 15982233 0.1222914
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 5-20% 3 0.9559097 0.9458361 0.9495075 3278830 15982233 0.2051547
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 <1% 20 0.8074377 0.7173905 0.9020597 1020632 15982233 0.0638604
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 >20% 1 0.9911525 0.9993069 0.9831302 9728281 15982233 0.6086935
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 1-5% 4 0.9482697 0.9578155 0.9530751 1948008 15956885 0.1220795
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 5-20% 3 0.9594285 0.9524745 0.9572893 3291938 15956885 0.2063020
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 <1% 20 0.8308651 0.7937636 0.9062861 1014895 15956885 0.0636023
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 >20% 1 0.9948037 0.9993177 0.9903303 9702044 15956885 0.6080162
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 1-5% 4 0.0318964 0.0287183 0.0357447 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 5-20% 3 0.0460771 0.0636569 0.0356879 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 <1% 20 0.0056542 0.0030711 0.0355871 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 >20% 1 0.0673657 0.6030193 0.0356756 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 1-5% 4 0.0314107 0.0287988 0.0345146 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5-20% 3 0.0444145 0.0629126 0.0343329 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 <1% 20 0.0055822 0.0030386 0.0345585 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 >20% 1 0.0652346 0.6034041 0.0344812 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 1-5% 4 0.0310615 0.0284048 0.0345301 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 5-20% 3 0.0449597 0.0638993 0.0346805 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 <1% 20 0.0055827 0.0030443 0.0351245 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 >20% 1 0.0652283 0.6037370 0.0344766 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 1-5% 4 0.0312332 0.0285691 0.0344244 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5-20% 3 0.0451998 0.0637177 0.0348177 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 <1% 20 0.0056036 0.0030522 0.0346655 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 >20% 1 0.0652474 0.6038261 0.0344870 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 1-5% 4 0.0313860 0.0287765 0.0346274 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5-20% 3 0.0448506 0.0634062 0.0344626 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 <1% 20 0.0055002 0.0029939 0.0343905 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 >20% 1 0.0657069 0.6039751 0.0347433 9715414 16114380 0.6029034
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 1-5% 3 0.0804801 0.4705882 0.0438125 8020 191351 0.0419125
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 5-20% 4 0.2775728 0.4883491 0.1944346 59767 191351 0.3123422
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 <1% 7 0.0107685 0.4583333 0.0010571 4676 191351 0.0244368
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 >20% 1 0.7437464 0.6379657 0.8915786 118888 191351 0.6213085
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 1-5% 3 0.1797753 0.4811321 0.1106591 5315 74276 0.0715574
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 5-20% 4 0.4068009 0.4989350 0.3457428 24326 74276 0.3275082
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 <1% 7 0.1135191 0.4781219 0.0051724 2080 74276 0.0280037
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 >20% 1 0.6750624 0.5973984 0.7759370 42555 74276 0.5729307
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 1-5% 3 0.5085873 0.3424672 0.9869059 7884 181711 0.0433876
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 5-20% 4 0.5813194 0.4104500 0.9874617 59340 181711 0.3265625
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 <1% 7 0.4165321 0.2640196 0.8905579 4657 181711 0.0256286
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 >20% 1 0.0549611 0.8188254 0.0284349 109830 181711 0.6044213
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 1-5% 3 0.6092017 0.4385077 0.9324547 5296 73320 0.0722313
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 5-20% 4 0.6292187 0.4593205 0.9973709 24323 73320 0.3317376
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 <1% 7 0.5445076 0.3753264 0.9322581 2080 73320 0.0283688
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 >20% 1 0.1069868 0.9321231 0.0567502 41621 73320 0.5676623
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 1-5% 3 0.1034841 0.4028340 0.0593675 8020 191351 0.0419125
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 5-20% 4 0.2845894 0.4443639 0.2062048 59767 191351 0.3123422
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 <1% 7 0.2157303 0.3701799 0.1522199 4676 191351 0.0244368
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 >20% 1 0.7284513 0.6342711 0.8554774 118888 191351 0.6213085
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 1-5% 3 0.1443299 0.4497992 0.0859555 5315 74276 0.0715574
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 5-20% 4 0.4955107 0.4703924 0.5542024 24326 74276 0.3275082
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 <1% 7 0.3231845 0.4130167 0.2068966 2080 74276 0.0280037
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 >20% 1 0.6337314 0.5912698 0.6827635 42555 74276 0.5729307
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 1-5% 4 0.3638011 0.3345238 0.4767595 8532 152327 0.0560111
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 5-20% 4 0.4363146 0.4167928 0.4623263 45404 152327 0.2980693
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 <1% 6 0.2131559 0.1726254 0.3564069 2493 152327 0.0163661
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 >20% 1 0.6153863 0.6618655 0.5750068 95898 152327 0.6295535
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 1-5% 3 0.3576017 0.3966746 0.3521001 4527 53817 0.0841184
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 5-20% 4 0.5496141 0.4785071 0.7054594 16320 53817 0.3032499
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 <1% 7 0.3547401 0.2676056 0.6422414 1788 53817 0.0332237
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 >20% 1 0.4307053 0.6363636 0.3255083 31182 53817 0.5794080
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 1-5% 3 0.0243838 0.0146989 0.0701074 8020 191351 0.0419125
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 5-20% 4 0.0713201 0.0768023 0.0669754 59767 191351 0.3123422
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 <1% 7 0.0066541 0.0035012 0.0613108 4676 191351 0.0244368
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 >20% 1 0.1208588 0.6201309 0.0669538 118888 191351 0.6213085
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 1-5% 3 0.0322152 0.0202378 0.0661157 5315 74276 0.0715574
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 5-20% 4 0.0755496 0.0835121 0.0675469 24326 74276 0.3275082
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 <1% 7 0.0060434 0.0032096 0.0536398 2080 74276 0.0280037
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 >20% 1 0.1183126 0.5629378 0.0661027 42555 74276 0.5729307
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 1-5% 3 0.0746004 0.4929577 0.0403536 8020 191351 0.0419125
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 5-20% 4 0.3201865 0.4960339 0.2371692 59767 191351 0.3123422
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 <1% 7 0.0070623 0.4500000 0.0030030 4676 191351 0.0244368
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 >20% 1 0.7446113 0.6390752 0.8918983 118888 191351 0.6213085
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 1-5% 3 0.2937143 0.4961921 0.2091131 5315 74276 0.0715574
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dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 <1% 7 0.2066869 0.5000000 0.1302682 2080 74276 0.0280037
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dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 1-5% 3 0.5252493 0.3582712 0.9837349 7936 182013 0.0436013
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dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 <1% 7 0.4718820 0.3089005 0.9467275 4673 182013 0.0256740
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 >20% 1 0.0532639 0.8212639 0.0275245 110011 182013 0.6044129
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dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 5-20% 4 0.2923436 0.4686864 0.2124535 59767 191351 0.3123422
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 <1% 7 0.0144181 0.3405797 0.0049261 4676 191351 0.0244368
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dataset_name-Samusik_seed-42 lda num-5 run0 1-5% 6 0.6883680 0.5972529 0.7916676 74777 550251 0.1358962
dataset_name-Samusik_seed-42 lda num-5 run0 5-20% 4 0.8023711 0.7818514 0.8254766 225593 550251 0.4099820
dataset_name-Samusik_seed-42 lda num-5 run0 <1% 14 0.4411930 0.3922615 0.5343511 29603 550251 0.0537991
dataset_name-Samusik_seed-42 lda num-5 run0 >20% 1 0.6481456 0.6799801 0.6191585 220278 550251 0.4003228
dataset_name-Samusik_seed-42 random num-1 run0 1-5% 4 0.0249842 0.0186844 0.0403635 60632 755903 0.0802113
dataset_name-Samusik_seed-42 random num-1 run0 5-20% 5 0.0570820 0.1017208 0.0396745 359721 755903 0.4758825
dataset_name-Samusik_seed-42 random num-1 run0 <1% 15 0.0063207 0.0034356 0.0386662 42288 755903 0.0559437
dataset_name-Samusik_seed-42 random num-1 run0 >20% 1 0.0720760 0.3898691 0.0397085 293262 755903 0.3879625
dataset_name-Samusik_seed-42 random num-2 run0 1-5% 3 0.0335026 0.0271461 0.0408708 53651 760931 0.0705070
dataset_name-Samusik_seed-42 random num-2 run0 5-20% 5 0.0570815 0.0983197 0.0402144 360913 760931 0.4743045
dataset_name-Samusik_seed-42 random num-2 run0 <1% 16 0.0061406 0.0033502 0.0398397 48696 760931 0.0639953
dataset_name-Samusik_seed-42 random num-2 run0 >20% 1 0.0721064 0.3920066 0.0397049 297671 760931 0.3911932
dataset_name-Samusik_seed-42 random num-3 run0 1-5% 4 0.0266752 0.0203745 0.0405328 62140 757088 0.0820776
dataset_name-Samusik_seed-42 random num-3 run0 5-20% 5 0.0567228 0.0983047 0.0404822 355588 757088 0.4696786
dataset_name-Samusik_seed-42 random num-3 run0 <1% 15 0.0062728 0.0034152 0.0384189 41810 757088 0.0552248
dataset_name-Samusik_seed-42 random num-3 run0 >20% 1 0.0719345 0.3927262 0.0395933 297550 757088 0.3930190
dataset_name-Samusik_seed-42 random num-4 run0 1-5% 3 0.0305331 0.0245678 0.0405911 53786 758138 0.0709449
dataset_name-Samusik_seed-42 random num-4 run0 5-20% 5 0.0561571 0.0969661 0.0395234 358972 758138 0.4734916
dataset_name-Samusik_seed-42 random num-4 run0 <1% 16 0.0064593 0.0035134 0.0382368 49174 758138 0.0648615
dataset_name-Samusik_seed-42 random num-4 run0 >20% 1 0.0715994 0.3847445 0.0394725 296206 758138 0.3907020
dataset_name-Samusik_seed-42 random num-5 run0 1-5% 4 0.0258055 0.0194887 0.0397614 62165 764362 0.0813293
dataset_name-Samusik_seed-42 random num-5 run0 5-20% 5 0.0578668 0.0989695 0.0408864 364155 764362 0.4764169
dataset_name-Samusik_seed-42 random num-5 run0 <1% 15 0.0065238 0.0035356 0.0414560 42227 764362 0.0552448
dataset_name-Samusik_seed-42 random num-5 run0 >20% 1 0.0718258 0.3877335 0.0395788 295815 764362 0.3870090
dataset_name-Transformed_seed-42 cyanno num-1 run0 1-5% 4 0.7264610 0.9260500 0.6338004 15200 165885 0.0916297
dataset_name-Transformed_seed-42 cyanno num-1 run0 5-20% 2 0.8637398 0.8721360 0.8563059 40097 165885 0.2417156
dataset_name-Transformed_seed-42 cyanno num-1 run0 >20% 2 0.9202638 0.9059478 0.9351086 110588 165885 0.6666546
dataset_name-Transformed_seed-42 cyanno num-2 run0 1-5% 4 0.8393545 0.9430260 0.7866698 14491 160829 0.0901019
dataset_name-Transformed_seed-42 cyanno num-2 run0 5-20% 2 0.8913980 0.8957206 0.8882547 40003 160829 0.2487300
dataset_name-Transformed_seed-42 cyanno num-2 run0 >20% 2 0.9329240 0.9248278 0.9413498 106335 160829 0.6611681
dataset_name-Transformed_seed-42 cyanno num-3 run0 1-5% 4 0.8367668 0.9252555 0.8044411 14399 163357 0.0881444
dataset_name-Transformed_seed-42 cyanno num-3 run0 5-20% 2 0.8889324 0.8769179 0.9019782 40124 163357 0.2456216
dataset_name-Transformed_seed-42 cyanno num-3 run0 >20% 2 0.9333927 0.9331498 0.9336543 108834 163357 0.6662341
dataset_name-Transformed_seed-42 cyanno num-4 run0 1-5% 4 0.7946355 0.9396458 0.6952587 15049 163801 0.0918737
dataset_name-Transformed_seed-42 cyanno num-4 run0 5-20% 2 0.8726593 0.8888186 0.8572805 39895 163801 0.2435577
dataset_name-Transformed_seed-42 cyanno num-4 run0 >20% 2 0.9083328 0.8912911 0.9273341 108857 163801 0.6645686
dataset_name-Transformed_seed-42 cyanno num-5 run0 1-5% 4 0.8540740 0.9206420 0.8285844 14862 161138 0.0922315
dataset_name-Transformed_seed-42 cyanno num-5 run0 5-20% 2 0.8878237 0.8999452 0.8760903 40532 161138 0.2515360
dataset_name-Transformed_seed-42 cyanno num-5 run0 >20% 2 0.9232029 0.9124304 0.9344370 105744 161138 0.6562325
dataset_name-Transformed_seed-42 cygate num-1 run0 1-5% 4 0.8096979 0.7995702 0.8652721 13868 129918 0.1067443
dataset_name-Transformed_seed-42 cygate num-1 run0 5-20% 2 0.8048850 0.8015813 0.8296687 37166 129918 0.2860728
dataset_name-Transformed_seed-42 cygate num-1 run0 >20% 2 0.8807417 0.9152061 0.8508443 78884 129918 0.6071830
dataset_name-Transformed_seed-42 cygate num-2 run0 1-5% 4 0.7268297 0.7585419 0.7306856 14345 158779 0.0903457
dataset_name-Transformed_seed-42 cygate num-2 run0 5-20% 2 0.7466826 0.7639548 0.7308914 39817 158779 0.2507699
dataset_name-Transformed_seed-42 cygate num-2 run0 >20% 2 0.8599707 0.8514198 0.8688613 104617 158779 0.6588844
dataset_name-Transformed_seed-42 cygate num-3 run0 1-5% 4 0.8008914 0.7662721 0.8819852 13596 136527 0.0995847
dataset_name-Transformed_seed-42 cygate num-3 run0 5-20% 2 0.8098243 0.7855136 0.8420649 37649 136527 0.2757623
dataset_name-Transformed_seed-42 cygate num-3 run0 >20% 2 0.8527681 0.8891336 0.8276357 85282 136527 0.6246530
dataset_name-Transformed_seed-42 cygate num-4 run0 1-5% 4 0.8132806 0.8115665 0.8504338 14026 142677 0.0983060
dataset_name-Transformed_seed-42 cygate num-4 run0 5-20% 2 0.8308750 0.8176076 0.8535641 37684 142677 0.2641211
dataset_name-Transformed_seed-42 cygate num-4 run0 >20% 2 0.8813395 0.8956640 0.8690096 90967 142677 0.6375730
dataset_name-Transformed_seed-42 cygate num-5 run0 1-5% 4 0.7865147 0.7935570 0.7970880 14432 153417 0.0940704
dataset_name-Transformed_seed-42 cygate num-5 run0 5-20% 2 0.7683761 0.7580759 0.7943245 39892 153417 0.2600233
dataset_name-Transformed_seed-42 cygate num-5 run0 >20% 2 0.8612602 0.8811912 0.8440231 99093 153417 0.6459063
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1-5% 4 0.7443400 0.8171381 0.6787894 15200 165885 0.0916297
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5-20% 2 0.8269675 0.8268173 0.8281854 40097 165885 0.2417156
dataset_name-Transformed_seed-42 dgcytof num-1 run0 >20% 2 0.8687361 0.8611170 0.8781274 110588 165885 0.6666546
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1-5% 4 0.7866590 0.8871675 0.8008629 14491 160829 0.0901019
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5-20% 2 0.8181811 0.8653357 0.7777076 40003 160829 0.2487300
dataset_name-Transformed_seed-42 dgcytof num-2 run0 >20% 2 0.8886091 0.8653359 0.9162675 106335 160829 0.6611681
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1-5% 4 0.7909004 0.8564502 0.8029418 14399 163357 0.0881444
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5-20% 2 0.8419188 0.7932532 0.8990721 40124 163357 0.2456216
dataset_name-Transformed_seed-42 dgcytof num-3 run0 >20% 2 0.8788292 0.9012861 0.8589397 108834 163357 0.6662341
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1-5% 4 0.7698692 0.8017074 0.7199451 15049 163801 0.0918737
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5-20% 2 0.8172735 0.8423078 0.7960807 39895 163801 0.2435577
dataset_name-Transformed_seed-42 dgcytof num-4 run0 >20% 2 0.8884763 0.8728269 0.9065904 108857 163801 0.6645686
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1-5% 4 0.7946756 0.8572375 0.7410670 14862 161138 0.0922315
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5-20% 2 0.8275587 0.8385108 0.8288947 40532 161138 0.2515360
dataset_name-Transformed_seed-42 dgcytof num-5 run0 >20% 2 0.8905182 0.8838566 0.8977306 105744 161138 0.6562325
dataset_name-Transformed_seed-42 lda num-1 run0 1-5% 3 0.6823419 0.6691260 0.6604600 4667 62691 0.0744445
dataset_name-Transformed_seed-42 lda num-1 run0 5-20% 2 0.8285072 0.7423009 0.9411792 15058 62691 0.2401940
dataset_name-Transformed_seed-42 lda num-1 run0 <1% 1 0.3417722 0.2596154 0.5000000 54 62691 0.0008614
dataset_name-Transformed_seed-42 lda num-1 run0 >20% 2 0.8335865 0.8854193 0.7915413 42912 62691 0.6845002
dataset_name-Transformed_seed-42 lda num-2 run0 1-5% 2 0.6435427 0.7369037 0.5970588 6103 109307 0.0558336
dataset_name-Transformed_seed-42 lda num-2 run0 5-20% 2 0.7071669 0.7434724 0.6767791 23547 109307 0.2154208
dataset_name-Transformed_seed-42 lda num-2 run0 <1% 2 0.6690411 0.5863255 0.7806838 1249 109307 0.0114265
dataset_name-Transformed_seed-42 lda num-2 run0 >20% 2 0.8700611 0.8591692 0.8877918 78408 109307 0.7173191
dataset_name-Transformed_seed-42 lda num-3 run0 1-5% 2 0.8499783 0.7738307 0.9510023 3809 56914 0.0669255
dataset_name-Transformed_seed-42 lda num-3 run0 5-20% 2 0.8291740 0.7323131 0.9656742 15224 56914 0.2674913
dataset_name-Transformed_seed-42 lda num-3 run0 <1% 2 0.3106814 0.6305147 0.2926829 576 56914 0.0101205
dataset_name-Transformed_seed-42 lda num-3 run0 >20% 2 0.8078387 0.8879150 0.7417230 37305 56914 0.6554626
dataset_name-Transformed_seed-42 lda num-4 run0 1-5% 3 0.7626568 0.7472452 0.7045195 5880 92497 0.0635696
dataset_name-Transformed_seed-42 lda num-4 run0 5-20% 2 0.8025709 0.7304629 0.9001495 20070 92497 0.2169800
dataset_name-Transformed_seed-42 lda num-4 run0 <1% 1 0.4035088 0.3333333 0.5111111 90 92497 0.0009730
dataset_name-Transformed_seed-42 lda num-4 run0 >20% 2 0.8163535 0.8588206 0.7905738 66457 92497 0.7184774
dataset_name-Transformed_seed-42 lda num-5 run0 1-5% 2 0.7116570 0.7990908 0.6424195 7829 110391 0.0709206
dataset_name-Transformed_seed-42 lda num-5 run0 5-20% 2 0.5629407 0.7087831 0.4937061 23054 110391 0.2088395
dataset_name-Transformed_seed-42 lda num-5 run0 <1% 2 0.5981276 0.5989629 0.5981103 1440 110391 0.0130445
dataset_name-Transformed_seed-42 lda num-5 run0 >20% 2 0.8136590 0.8114439 0.8522593 78068 110391 0.7071953
dataset_name-Transformed_seed-42 random num-1 run0 1-5% 4 0.0372573 0.0217780 0.1304656 15200 165885 0.0916297
dataset_name-Transformed_seed-42 random num-1 run0 5-20% 2 0.1211211 0.1212983 0.1222704 40097 165885 0.2417156
dataset_name-Transformed_seed-42 random num-1 run0 >20% 2 0.1805875 0.3283528 0.1249157 110588 165885 0.6666546
dataset_name-Transformed_seed-42 random num-2 run0 1-5% 4 0.0353181 0.0205064 0.1268907 14491 160829 0.0901019
dataset_name-Transformed_seed-42 random num-2 run0 5-20% 2 0.1278654 0.1276232 0.1301333 40003 160829 0.2487300
dataset_name-Transformed_seed-42 random num-2 run0 >20% 2 0.1798739 0.3341725 0.1235906 106335 160829 0.6611681
dataset_name-Transformed_seed-42 random num-3 run0 1-5% 4 0.0338566 0.0197242 0.1242207 14399 163357 0.0881444
dataset_name-Transformed_seed-42 random num-3 run0 5-20% 2 0.1225252 0.1227337 0.1231232 40124 163357 0.2456216
dataset_name-Transformed_seed-42 random num-3 run0 >20% 2 0.1831496 0.3351869 0.1262825 108834 163357 0.6662341
dataset_name-Transformed_seed-42 random num-4 run0 1-5% 4 0.0368897 0.0215614 0.1289762 15049 163801 0.0918737
dataset_name-Transformed_seed-42 random num-4 run0 5-20% 2 0.1231976 0.1224217 0.1255190 39895 163801 0.2435577
dataset_name-Transformed_seed-42 random num-4 run0 >20% 2 0.1774096 0.3311697 0.1213500 108857 163801 0.6645686
dataset_name-Transformed_seed-42 random num-5 run0 1-5% 4 0.0344173 0.0201227 0.1242713 14862 161138 0.0922315
dataset_name-Transformed_seed-42 random num-5 run0 5-20% 2 0.1239172 0.1255472 0.1229151 40532 161138 0.2515360
dataset_name-Transformed_seed-42 random num-5 run0 >20% 2 0.1802886 0.3263988 0.1250149 105744 161138 0.6562325

Dataset Context

dataset model crossvalidation run_id n_cells n_populations min_support median_support max_support imbalance_ratio support_entropy
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2828901 25 461 40753.0 682164 1479.748373 3.653976
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2768169 25 406 40576.0 660160 1626.009852 3.662433
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2830864 25 461 40513.0 679484 1473.934924 3.656534
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2817387 25 461 38392.0 678706 1472.247288 3.652090
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2800058 25 461 38985.0 672490 1458.763557 3.661977
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2732233 25 449 40640.0 682009 1518.951002 3.674037
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2703551 25 401 40113.0 659414 1644.423940 3.665086
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2766411 25 454 40472.0 679471 1496.632159 3.649899
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2717047 25 177 38219.0 675102 3814.135593 3.648010
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2661403 25 183 38914.0 666814 3643.792350 3.663009
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2828901 25 461 40753.0 682164 1479.748373 3.653976
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2768169 25 406 40576.0 660160 1626.009852 3.662433
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2830864 25 461 40513.0 679484 1473.934924 3.656534
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2817387 25 461 38392.0 678706 1472.247288 3.652090
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2800058 25 461 38985.0 672490 1458.763557 3.661977
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2383256 25 393 36807.0 655296 1667.419847 3.564233
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2354472 25 341 36516.0 605268 1774.979472 3.605577
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2533024 25 382 37173.0 645036 1688.575916 3.616190
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2351465 25 432 33321.0 602353 1394.335648 3.612053
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2296980 25 294 34514.0 637271 2167.588435 3.581545
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2828901 25 461 40753.0 682164 1479.748373 3.653976
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2768169 25 406 40576.0 660160 1626.009852 3.662433
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2830864 25 461 40513.0 679484 1473.934924 3.656534
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2817387 25 461 38392.0 678706 1472.247288 3.652090
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2800058 25 461 38985.0 672490 1458.763557 3.661977
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.246080
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1356644 6 71844 174481.0 605424 8.426925 2.235960
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1408466 6 73604 168336.0 661241 8.983764 2.198422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.187590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1404771 6 66853 188221.0 594739 8.896220 2.275396
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1515011 6 76220 194103.5 674339 8.847271 2.242823
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1250408 6 49698 155767.0 575285 11.575617 2.193764
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1308093 6 55610 155843.5 634665 11.412786 2.153332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1392140 6 62997 175016.5 667931 10.602584 2.165146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1388241 6 59969 188021.5 585512 9.763578 2.271241
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.246080
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1356644 6 71844 174481.0 605424 8.426925 2.235960
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1408466 6 73604 168336.0 661241 8.983764 2.198422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.187590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1404771 6 66853 188221.0 594739 8.896220 2.275396
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1474730 6 64973 184166.5 672507 10.350561 2.214220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1277454 6 55891 158499.5 600822 10.749888 2.181380
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1336985 6 54057 154468.0 655604 12.128013 2.141076
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1366285 6 52602 164316.5 663587 12.615243 2.147225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1306981 6 41320 171378.5 582879 14.106462 2.203781
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.246080
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1356644 6 71844 174481.0 605424 8.426925 2.235960
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1408466 6 73604 168336.0 661241 8.983764 2.198422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.187590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1404771 6 66853 188221.0 594739 8.896220 2.275396
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3804850 6 148112 449638.5 1497047 10.107534 2.247193
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3956437 6 184787 438045.0 1680825 9.096013 2.227171
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3871161 6 177410 443714.0 1569785 8.848346 2.242259
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3907351 6 169715 436708.5 1629182 9.599517 2.222463
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3978798 6 182585 450606.5 1658216 9.081885 2.233657
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3768363 6 140300 448497.5 1485856 10.590563 2.244763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3789323 6 153912 404090.0 1624641 10.555649 2.203064
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3586312 6 151397 369073.5 1472895 9.728693 2.208604
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3674391 6 130199 361980.0 1600287 12.291085 2.158621
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3694040 6 136993 383338.0 1567485 11.442081 2.189494
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3804850 6 148112 449638.5 1497047 10.107534 2.247193
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3956437 6 184787 438045.0 1680825 9.096013 2.227171
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3871161 6 177410 443714.0 1569785 8.848346 2.242259
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3907351 6 169715 436708.5 1629182 9.599517 2.222463
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3978798 6 182585 450606.5 1658216 9.081885 2.233657
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3615263 6 118892 427845.0 1488835 12.522583 2.189537
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3828528 6 170541 419016.0 1657186 9.717229 2.212162
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3629528 6 128611 416511.0 1550880 12.058689 2.173357
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3718230 6 123093 421221.5 1616314 13.130836 2.163159
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3792755 6 152489 426790.0 1643495 10.777794 2.198017
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3804850 6 148112 449638.5 1497047 10.107534 2.247193
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3956437 6 184787 438045.0 1680825 9.096013 2.227171
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3871161 6 177410 443714.0 1569785 8.848346 2.242259
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3907351 6 169715 436708.5 1629182 9.599517 2.222463
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3978798 6 182585 450606.5 1658216 9.081885 2.233657
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16665728 28 1287 59783.5 10045380 7805.268065 2.363871
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16671781 28 1291 59806.5 10049130 7783.989156 2.363933
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16028386 28 1253 57659.0 9667226 7715.264166 2.362980
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16163956 28 1255 58228.0 9748168 7767.464542 2.362518
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16114380 28 1244 57528.5 9715414 7809.818328 2.363297
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16209847 28 656 50944.0 9944552 15159.378049 2.291385
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16287863 28 944 51259.0 9959077 10549.869703 2.307105
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15674629 28 930 50331.5 9603139 10325.955914 2.301101
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15734492 28 713 49517.0 9660187 13548.649369 2.295907
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15536797 28 821 49899.0 9463844 11527.215591 2.321825
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16665728 28 1287 59783.5 10045380 7805.268065 2.363871
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16671781 28 1291 59806.5 10049130 7783.989156 2.363933
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16028386 28 1253 57659.0 9667226 7715.264166 2.362980
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16163956 28 1255 58228.0 9748168 7767.464542 2.362518
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16114380 28 1244 57528.5 9715414 7809.818328 2.363297
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16462252 28 1185 59104.5 10013960 8450.599156 2.341275
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16524341 28 1183 59197.0 10038523 8485.649197 2.343016
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15872550 28 1159 56995.5 9653799 8329.421053 2.339868
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15982233 28 1158 57778.5 9728281 8400.933506 2.339047
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15956885 28 1123 56878.5 9702044 8639.398041 2.339950
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16665728 28 1287 59783.5 10045380 7805.268065 2.363871
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16671781 28 1291 59806.5 10049130 7783.989156 2.363933
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16028386 28 1253 57659.0 9667226 7715.264166 2.362980
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16163956 28 1255 58228.0 9748168 7767.464542 2.362518
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16114380 28 1244 57528.5 9715414 7809.818328 2.363297
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 191351 15 182 2066.0 118888 653.230769 2.016742
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 74276 15 87 1229.0 42555 489.137931 2.221289
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 181711 15 182 2062.0 109830 603.461538 2.074136
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 73320 15 87 1214.0 41621 478.402299 2.238273
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 191351 15 182 2066.0 118888 653.230769 2.016742
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 74276 15 87 1229.0 42555 489.137931 2.221289
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 152327 15 155 1740.0 95898 618.696774 2.013170
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 53817 15 86 1026.0 31182 362.581395 2.255349
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 191351 15 182 2066.0 118888 653.230769 2.016742
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 74276 15 87 1229.0 42555 489.137931 2.221289
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 191351 15 182 2066.0 118888 653.230769 2.016742
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 74276 15 87 1229.0 42555 489.137931 2.221289
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 182013 15 182 2066.0 110011 604.456044 2.074929
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 72943 15 87 1222.0 41246 474.091954 2.245520
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 191351 15 182 2066.0 118888 653.230769 2.016742
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 74276 15 87 1229.0 42555 489.137931 2.221289
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 150932 15 149 1763.0 95120 638.389262 2.012732
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 53223 15 85 1033.0 30922 363.788235 2.252472
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 191351 15 182 2066.0 118888 653.230769 2.016742
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 74276 15 87 1229.0 42555 489.137931 2.221289
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 191351 15 182 2066.0 118888 653.230769 2.016742
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 74276 15 87 1229.0 42555 489.137931 2.221289
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 182105 15 182 2064.0 110091 604.895604 2.074618
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 73294 15 87 1226.0 41586 478.000000 2.239448
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 191351 15 182 2066.0 118888 653.230769 2.016742
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 74276 15 87 1229.0 42555 489.137931 2.221289
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 151617 15 151 1775.0 95531 632.655629 2.012470
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 52882 15 87 1023.0 30771 353.689655 2.249928
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 191351 15 182 2066.0 118888 653.230769 2.016742
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 74276 15 87 1229.0 42555 489.137931 2.221289
dataset_name-Samusik_seed-42 cyanno num-1 run0 755903 25 26 5073.0 293262 11279.307692 2.976564
dataset_name-Samusik_seed-42 cyanno num-2 run0 760931 25 26 4924.0 297671 11448.884615 2.960608
dataset_name-Samusik_seed-42 cyanno num-3 run0 757088 25 28 5067.0 297550 10626.785714 2.972600
dataset_name-Samusik_seed-42 cyanno num-4 run0 758138 25 24 5112.0 296206 12341.916667 2.970045
dataset_name-Samusik_seed-42 cyanno num-5 run0 764362 25 27 5223.0 295815 10956.111111 2.979334
dataset_name-Samusik_seed-42 cygate num-1 run0 733815 25 26 5071.0 273956 10536.769231 3.016830
dataset_name-Samusik_seed-42 cygate num-2 run0 706227 25 26 4922.0 254912 9804.307692 3.048767
dataset_name-Samusik_seed-42 cygate num-3 run0 733150 25 28 5067.0 277649 9916.035714 3.013360
dataset_name-Samusik_seed-42 cygate num-4 run0 721569 25 24 5111.0 269689 11237.041667 3.021981
dataset_name-Samusik_seed-42 cygate num-5 run0 738262 25 27 5223.0 274000 10148.148148 3.024031
dataset_name-Samusik_seed-42 dgcytof num-1 run0 755903 25 26 5073.0 293262 11279.307692 2.976564
dataset_name-Samusik_seed-42 dgcytof num-2 run0 760931 25 26 4924.0 297671 11448.884615 2.960608
dataset_name-Samusik_seed-42 dgcytof num-3 run0 757088 25 28 5067.0 297550 10626.785714 2.972600
dataset_name-Samusik_seed-42 dgcytof num-4 run0 758138 25 24 5112.0 296206 12341.916667 2.970045
dataset_name-Samusik_seed-42 dgcytof num-5 run0 764362 25 27 5223.0 295815 10956.111111 2.979334
dataset_name-Samusik_seed-42 lda num-1 run0 574278 25 23 4923.0 227540 9893.043478 2.978702
dataset_name-Samusik_seed-42 lda num-2 run0 538304 25 26 4197.0 218053 8386.653846 2.916227
dataset_name-Samusik_seed-42 lda num-3 run0 529381 25 24 4798.0 212894 8870.583333 2.965372
dataset_name-Samusik_seed-42 lda num-4 run0 507040 25 23 4230.0 202589 8808.217391 2.955497
dataset_name-Samusik_seed-42 lda num-5 run0 550251 25 27 4666.0 220278 8158.444444 2.973204
dataset_name-Samusik_seed-42 random num-1 run0 755903 25 26 5073.0 293262 11279.307692 2.976564
dataset_name-Samusik_seed-42 random num-2 run0 760931 25 26 4924.0 297671 11448.884615 2.960608
dataset_name-Samusik_seed-42 random num-3 run0 757088 25 28 5067.0 297550 10626.785714 2.972600
dataset_name-Samusik_seed-42 random num-4 run0 758138 25 24 5112.0 296206 12341.916667 2.970045
dataset_name-Samusik_seed-42 random num-5 run0 764362 25 27 5223.0 295815 10956.111111 2.979334
dataset_name-Transformed_seed-42 cyanno num-1 run0 165885 8 1900 11453.5 60654 31.923158 2.271328
dataset_name-Transformed_seed-42 cyanno num-2 run0 160829 8 1784 11410.5 58299 32.678812 2.275449
dataset_name-Transformed_seed-42 cyanno num-3 run0 163357 8 1865 11448.5 59143 31.712064 2.266822
dataset_name-Transformed_seed-42 cyanno num-4 run0 163801 8 1851 11668.0 60032 32.432199 2.275474
dataset_name-Transformed_seed-42 cyanno num-5 run0 161138 8 1838 11932.0 59222 32.220892 2.286230
dataset_name-Transformed_seed-42 cygate num-1 run0 129918 8 1531 10267.5 39442 25.762247 2.378255
dataset_name-Transformed_seed-42 cygate num-2 run0 158779 8 1783 11366.5 57202 32.081885 2.279464
dataset_name-Transformed_seed-42 cygate num-3 run0 136527 8 1750 11124.5 42899 24.513714 2.351126
dataset_name-Transformed_seed-42 cygate num-4 run0 142677 8 1621 10957.0 52001 32.079580 2.319352
dataset_name-Transformed_seed-42 cygate num-5 run0 153417 8 1758 11657.0 58796 33.444824 2.293410
dataset_name-Transformed_seed-42 dgcytof num-1 run0 165885 8 1900 11453.5 60654 31.923158 2.271328
dataset_name-Transformed_seed-42 dgcytof num-2 run0 160829 8 1784 11410.5 58299 32.678812 2.275449
dataset_name-Transformed_seed-42 dgcytof num-3 run0 163357 8 1865 11448.5 59143 31.712064 2.266822
dataset_name-Transformed_seed-42 dgcytof num-4 run0 163801 8 1851 11668.0 60032 32.432199 2.275474
dataset_name-Transformed_seed-42 dgcytof num-5 run0 161138 8 1838 11932.0 59222 32.220892 2.286230
dataset_name-Transformed_seed-42 lda num-1 run0 62691 8 54 4538.5 24602 455.592593 2.174489
dataset_name-Transformed_seed-42 lda num-2 run0 109307 8 221 7596.0 44556 201.610860 2.105028
dataset_name-Transformed_seed-42 lda num-3 run0 56914 8 84 4632.0 25598 304.738095 2.155634
dataset_name-Transformed_seed-42 lda num-4 run0 92497 8 90 6271.5 37550 417.222222 2.096227
dataset_name-Transformed_seed-42 lda num-5 run0 110391 8 373 7667.0 41872 112.257373 2.160871
dataset_name-Transformed_seed-42 random num-1 run0 165885 8 1900 11453.5 60654 31.923158 2.271328
dataset_name-Transformed_seed-42 random num-2 run0 160829 8 1784 11410.5 58299 32.678812 2.275449
dataset_name-Transformed_seed-42 random num-3 run0 163357 8 1865 11448.5 59143 31.712064 2.266822
dataset_name-Transformed_seed-42 random num-4 run0 163801 8 1851 11668.0 60032 32.432199 2.275474
dataset_name-Transformed_seed-42 random num-5 run0 161138 8 1838 11932.0 59222 32.220892 2.286230

Dominant Errors (FNR)

dataset model crossvalidation run_id population_id population_name population tp fp fn tn tpr fpr fnr tnr
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1372 1957 5976 2819596 0.1867175 0.0006936 0.8132825 0.9993064
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13232 2058 27521 2786090 0.3246878 0.0007381 0.6753122 0.9992619
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3355 4123 4189 2817234 0.4447243 0.0014614 0.5552757 0.9985386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 406 2767763 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0 0 27419 2740750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 15 0 7448 2760706 0.0020099 0.0000000 0.9979901 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 83260 3424 114843 2566642 0.4202864 0.0013323 0.5797136 0.9986677
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2045 3169 5346 2806827 0.2766879 0.0011278 0.7233121 0.9988722
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 4 7480 2792574 0.0000000 0.0000014 1.0000000 0.9999986
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 460 55 7026 2792517 0.0614480 0.0000197 0.9385520 0.9999803
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 16 Debris Debris 0 0 3391 2728842 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 449 2731784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 9627 10338 177021 2535247 0.0515784 0.0040611 0.9484216 0.9959389
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 25 Ungated Ungated 25223 12292 312392 2382326 0.0747094 0.0051332 0.9252906 0.9948668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 961 18834 6559 2705879 0.1277926 0.0069123 0.8722074 0.9930877
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 16 Debris Debris 0 0 3434 2700117 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 25 Ungated Ungated 14436 19378 362345 2307392 0.0383140 0.0083283 0.9616860 0.9916717
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 4464 3278 47713 2648096 0.0855549 0.0012363 0.9144451 0.9987637
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 45 7175 356 2695975 0.1122195 0.0026543 0.8877805 0.9973457
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1797 9888 5590 2686276 0.2432652 0.0036674 0.7567348 0.9963326
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 4 Basophil Basophil 0 0 2332 2764079 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 183909 2582502 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 16 Debris Debris 0 0 3325 2763086 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7490 2758921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 454 2765957 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 4 Basophil Basophil 0 0 177 2716870 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 186864 2530183 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 16 Debris Debris 0 0 3376 2713671 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 237 2716810 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2710 3110 49455 2661772 0.0519505 0.0011670 0.9480495 0.9988330
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 4 Basophil Basophil 0 0 1309 2660094 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 16 Debris Debris 0 0 3349 2658054 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 183 2661220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 56319 70164 271368 2263552 0.1718683 0.0300654 0.8281317 0.9699346
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 1512 11057 5326 2643508 0.2211173 0.0041653 0.7788827 0.9958347
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 73 517 7275 2821036 0.0099347 0.0001832 0.9900653 0.9998168
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 2252 541 13377 2812731 0.1440911 0.0001923 0.8559089 0.9998077
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 8587 2187 32166 2785961 0.2107084 0.0007844 0.7892916 0.9992156
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 29 37 27390 2740713 0.0010577 0.0000135 0.9989423 0.9999865
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 5 55 401 2767708 0.0123153 0.0000199 0.9876847 0.9999801
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 279 157 7184 2760549 0.0373844 0.0000569 0.9626156 0.9999431
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 71774 5248 126329 2564818 0.3623065 0.0020420 0.6376935 0.9979580
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1170 2029 6221 2807967 0.1583006 0.0007221 0.8416994 0.9992779
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 92 667 7388 2791911 0.0122995 0.0002388 0.9877005 0.9997612
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 544 179 6942 2792393 0.0726690 0.0000641 0.9273310 0.9999359
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 16 Debris Debris 0 0 3197 2380059 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 393 2382863 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 33 532 3977 2378714 0.0082294 0.0002236 0.9917706 0.9997764
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 100254 52331 269045 1961626 0.2714711 0.0259842 0.7285289 0.9740158
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 25739 23736 64755 2269026 0.2844277 0.0103526 0.7155723 0.9896474
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0 1 3481 2350990 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 16 Debris Debris 0 0 3213 2351259 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 6 61 24509 2329896 0.0002447 0.0000262 0.9997553 0.9999738
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 18396 7491 111031 2217554 0.1421342 0.0033667 0.8578658 0.9966333
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 3626 5036 19089 2326721 0.1596302 0.0021597 0.8403698 0.9978403
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 4 Basophil Basophil 0 0 2221 2530803 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 161559 2371465 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 16 Debris Debris 0 0 3262 2529762 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 6173 2526851 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 382 2532642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 4 Basophil Basophil 0 0 2200 2349265 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 136257 2215208 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 16 Debris Debris 0 0 3151 2348314 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 432 2351033 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 81 401 4782 2346201 0.0166564 0.0001709 0.9833436 0.9998291
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 4 Basophil Basophil 0 0 2076 2294904 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 16 Debris Debris 0 0 3196 2293784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 294 2296686 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 291 1299 5102 2290288 0.0539588 0.0005669 0.9460412 0.9994331
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 589 1432 3965 2290994 0.1293368 0.0006247 0.8706632 0.9993753
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 304 122970 7240 2698387 0.0402969 0.0435854 0.9597031 0.9564146
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2 B Cell (Memory) B Cell (Memory) 1601 118815 37600 2670885 0.0408408 0.0425906 0.9591592 0.9574094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2247 120239 51751 2654664 0.0416127 0.0433309 0.9583873 0.9566691
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 14 115855 392 2651908 0.0344828 0.0418587 0.9655172 0.9581413
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 542 112415 14326 2640886 0.0364541 0.0408292 0.9635459 0.9591708
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 4 Basophil Basophil 82 115612 2067 2650408 0.0381573 0.0417972 0.9618427 0.9582028
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2 B Cell (Memory) B Cell (Memory) 1560 110578 37158 2618873 0.0402913 0.0405129 0.9597087 0.9594871
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 308 130430 7083 2679566 0.0416723 0.0464164 0.9583277 0.9535836
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 312 123590 7174 2668982 0.0416778 0.0442567 0.9583222 0.9557433
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4307 120579 94433 2580739 0.0436196 0.0446371 0.9563804 0.9553629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 78857 7347 5840 1444913 0.9310483 0.0050590 0.0689517 0.9949410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 192823 4509 6533 1333092 0.9672295 0.0033710 0.0327705 0.9966290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 186814 1260 3444 1345439 0.9818983 0.0009356 0.0181017 0.9990644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200849 1717 414 1333977 0.9979430 0.0012855 0.0020570 0.9987145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 685073 2491 1327 848066 0.9980667 0.0029287 0.0019333 0.9970713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 67474 2521 4370 1282279 0.9391738 0.0019622 0.0608262 0.9980378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 179069 1171 3082 1173322 0.9830800 0.0009970 0.0169200 0.9990030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 199435 3396 2117 1151696 0.9894965 0.0029400 0.0105035 0.9970600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 2 CD19 CD19 128596 306 266 1227476 0.9979358 0.0002492 0.0020642 0.9997508
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 604463 1956 961 749264 0.9984127 0.0026038 0.0015873 0.9973962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 66596 2572 7008 1332290 0.9047878 0.0019268 0.0952122 0.9980732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 175254 1615 1979 1229618 0.9888339 0.0013117 0.0111661 0.9986883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 180958 5442 1697 1220369 0.9907093 0.0044395 0.0092907 0.9955605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 153814 672 480 1253500 0.9968891 0.0005358 0.0031109 0.9994642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 659628 2410 1613 744815 0.9975606 0.0032253 0.0024394 0.9967747
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 60713 2327 4703 1354168 0.9281063 0.0017155 0.0718937 0.9982845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 152824 1252 2713 1265122 0.9825572 0.0009886 0.0174428 0.9990114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 179557 3949 1292 1237113 0.9928559 0.0031820 0.0071441 0.9968180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176626 1223 407 1243655 0.9977010 0.0009824 0.0022990 0.9990176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 668533 1765 1430 750183 0.9978656 0.0023472 0.0021344 0.9976528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 63359 1671 3494 1336247 0.9477361 0.0012490 0.0522639 0.9987510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 189437 1668 2624 1211042 0.9863377 0.0013754 0.0136623 0.9986246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 183211 3037 1170 1217353 0.9936544 0.0024885 0.0063456 0.9975115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 203722 1028 926 1199095 0.9954752 0.0008566 0.0045248 0.9991434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 593802 1593 937 808439 0.9984245 0.0019666 0.0015755 0.9980334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 54436 35718 21784 1403073 0.7141957 0.0248250 0.2858043 0.9751750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 171161 10811 27365 1305674 0.8621591 0.0082120 0.1378409 0.9917880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 6 Ungated Ungated 168639 1137 21042 1324193 0.8890664 0.0008579 0.1109336 0.9991421
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 664528 23122 9811 817550 0.9854509 0.0275042 0.0145491 0.9724958
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7665 1681 1306083 0.9916477 0.0058345 0.0083523 0.9941655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 15575 30900 34123 1169810 0.3133929 0.0257348 0.6866071 0.9742652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 6 Ungated Ungated 117724 0 27167 1105517 0.8125004 0.0000000 0.1874996 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 154235 12835 30910 1052428 0.8330498 0.0120487 0.1669502 0.9879513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 164628 18436 2015 1065329 0.9879083 0.0170111 0.0120917 0.9829889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 128397 2573 349 1119089 0.9972892 0.0022939 0.0027108 0.9977061
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 85896 316 84704 1137177 0.5034936 0.0002778 0.4965064 0.9997222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 35716 85394 19894 1167089 0.6422586 0.0681798 0.3577414 0.9318202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 6 Ungated Ungated 96958 0 38573 1172562 0.7153935 0.0000000 0.2846065 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 148955 25474 3405 1130259 0.9776516 0.0220414 0.0223484 0.9779586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 632867 31659 1798 641769 0.9971670 0.0470117 0.0028330 0.9529883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 6 Ungated Ungated 85876 1102 44732 1260430 0.6575095 0.0008735 0.3424905 0.9991265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 51660 19460 11337 1309683 0.8200390 0.0146410 0.1799610 0.9853590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 173380 8381 7191 1203188 0.9601763 0.0069175 0.0398237 0.9930825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 657296 7303 10635 716906 0.9840777 0.0100841 0.0159223 0.9899159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174277 23242 2651 1191970 0.9850165 0.0191259 0.0149835 0.9808741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 48303 15514 11666 1312758 0.8054662 0.0116798 0.1945338 0.9883202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 6 Ungated Ungated 158874 987 32796 1195584 0.8288934 0.0008249 0.1711066 0.9991751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 572503 16187 13009 786542 0.9777818 0.0201650 0.0222182 0.9798350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 180303 11446 4070 1192422 0.9779252 0.0095077 0.0220748 0.9904923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 202449 15718 2185 1167889 0.9893224 0.0132797 0.0106776 0.9867203
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 47280 9092 37417 1443168 0.5582252 0.0062606 0.4417748 0.9937394
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 175698 4538 14560 1342161 0.9234723 0.0033697 0.0765277 0.9966303
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 191575 23822 7781 1313779 0.9609693 0.0178095 0.0390307 0.9821905
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 682075 16003 4325 834554 0.9936990 0.0188147 0.0063010 0.9811853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 200641 6078 622 1329616 0.9969095 0.0045504 0.0030905 0.9954496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 12096 8039 59748 1276761 0.1683648 0.0062570 0.8316352 0.9937430
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 194049 36941 7503 1118151 0.9627739 0.0319810 0.0372261 0.9680190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 176866 5016 5285 1169477 0.9709856 0.0042708 0.0290144 0.9957292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 126789 992 2073 1226790 0.9839130 0.0008080 0.0160870 0.9991920
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 165242 2028 1569 1187805 0.9905941 0.0017044 0.0094059 0.9982956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 60900 15387 12704 1319475 0.8274007 0.0115270 0.1725993 0.9884730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 155279 5018 21954 1226215 0.8761292 0.0040756 0.1238708 0.9959244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 149292 7775 5002 1246397 0.9675814 0.0061993 0.0324186 0.9938007
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 179850 9851 2805 1215960 0.9846432 0.0080363 0.0153568 0.9919637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 157193 2788 2246 1246239 0.9859131 0.0022321 0.0140869 0.9977679
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 14309 8787 51107 1347708 0.2187385 0.0064777 0.7812615 0.9935223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 162785 432 14248 1244446 0.9195178 0.0003470 0.0804822 0.9996530
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 148751 24213 6786 1242161 0.9563705 0.0191199 0.0436295 0.9808801
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 167883 1251 5230 1247547 0.9697885 0.0010018 0.0302115 0.9989982
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 177119 42366 3730 1198696 0.9793751 0.0341369 0.0206249 0.9658631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 14247 9823 52606 1328095 0.2131094 0.0073420 0.7868906 0.9926580
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 186161 11564 5900 1201146 0.9692806 0.0095357 0.0307194 0.9904643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 157819 1990 4270 1240692 0.9736564 0.0016014 0.0263436 0.9983986
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 179634 43464 4747 1176926 0.9742544 0.0356148 0.0257456 0.9643852
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 201235 3215 3413 1196908 0.9833226 0.0026789 0.0166774 0.9973211
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 19172 20631 45801 1389126 0.2950764 0.0146344 0.7049236 0.9853656
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178602 2950 17289 1275889 0.9117417 0.0023068 0.0882583 0.9976932
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 167295 34146 15248 1258041 0.9164690 0.0264250 0.0835310 0.9735750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 173899 31002 11891 1257938 0.9359976 0.0240523 0.0640024 0.9759477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 657943 15646 14564 786577 0.9783437 0.0195033 0.0216563 0.9804967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 13115 23011 42776 1198552 0.2346532 0.0188373 0.7653468 0.9811627
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 116549 12365 36593 1111947 0.7610518 0.0109978 0.2389482 0.9890022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 135566 1982 28291 1111615 0.8273434 0.0017798 0.1726566 0.9982202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 2 CD19 CD19 115974 1691 9024 1150765 0.9278068 0.0014673 0.0721932 0.9985327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 168368 53105 10376 1045605 0.9419505 0.0483340 0.0580495 0.9516660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 13150 12176 40907 1270752 0.2432617 0.0094908 0.7567383 0.9905092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 105551 759 43044 1187631 0.7103267 0.0006387 0.2896733 0.9993613
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 123868 24484 45925 1142708 0.7295236 0.0209768 0.2704764 0.9790232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 126155 20307 28833 1161690 0.8139662 0.0171802 0.1860338 0.9828198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 137982 2443 15966 1180594 0.8962897 0.0020650 0.1037103 0.9979350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 17004 17851 35598 1295832 0.3232577 0.0135885 0.6767423 0.9864115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 104553 21864 44515 1195353 0.7013779 0.0179623 0.2986221 0.9820377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129356 2121 43039 1191769 0.7503466 0.0017765 0.2496534 0.9982235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 121788 19183 36126 1189188 0.7712299 0.0158751 0.2287701 0.9841249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 159172 4464 11547 1191102 0.9323625 0.0037338 0.0676375 0.9962662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 11428 12565 29892 1253096 0.2765731 0.0099276 0.7234269 0.9900724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 177063 2540 24425 1102953 0.8787769 0.0022976 0.1212231 0.9977024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 125876 18790 12661 1149654 0.9086093 0.0160812 0.0913907 0.9839188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 173136 37490 10829 1085526 0.9411355 0.0333833 0.0588645 0.9666167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 151592 3615 7200 1144574 0.9546577 0.0031484 0.0453423 0.9968516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 13955 240986 70742 1211274 0.1647638 0.1659386 0.8352362 0.8340614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 29123 227784 145860 1134190 0.1664333 0.1672455 0.8335667 0.8327545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 33377 193426 168175 961666 0.1655999 0.1674551 0.8344001 0.8325449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 30323 196486 151828 978007 0.1664718 0.1672943 0.8335282 0.8327057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 3 CD3+ CD3+ 10647 224398 54769 1132097 0.1627583 0.1654249 0.8372417 0.8345751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 111009 124968 558954 626980 0.1656942 0.1661923 0.8343058 0.8338077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 26025 211522 129512 1054852 0.1673235 0.1670296 0.8326765 0.8329704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 33852 198327 170796 1001796 0.1654157 0.1652556 0.8345843 0.8347444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 26914 206254 135175 1036428 0.1660446 0.1659749 0.8339554 0.8340251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 31930 202932 160131 1009778 0.1662493 0.1673376 0.8337507 0.8326624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 99091 135520 495648 674512 0.1666126 0.1673020 0.8333874 0.8326980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 11163 223695 55690 1114223 0.1669783 0.1671963 0.8330217 0.8328037
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 330905 2954 14111 3456880 0.9591004 0.0008538 0.0408996 0.9991462
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 142903 15424 5209 3641314 0.9648307 0.0042180 0.0351693 0.9957820
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 479364 3958 9625 3311903 0.9803165 0.0011937 0.0196835 0.9988063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 2 CD19 CD19 409232 752 1056 3393810 0.9974262 0.0002215 0.0025738 0.9997785
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 913573 2997 1825 2886455 0.9980063 0.0010372 0.0019937 0.9989628
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 159163 16555 25624 3755095 0.8613322 0.0043893 0.1386678 0.9956107
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 455080 3205 10843 3487309 0.9767279 0.0009182 0.0232721 0.9990818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 357555 19287 6869 3572726 0.9811511 0.0053694 0.0188489 0.9946306
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 1669674 11260 11151 2264352 0.9933658 0.0049481 0.0066342 0.9950519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 2 CD19 CD19 409507 863 660 3545407 0.9983909 0.0002434 0.0016091 0.9997566
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 149483 4166 27927 3689585 0.8425850 0.0011279 0.1574150 0.9988721
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 473657 5872 7440 3384192 0.9845353 0.0017321 0.0154647 0.9982679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 333301 25322 1814 3510724 0.9945869 0.0071611 0.0054131 0.9928389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 1564958 5855 4827 2295521 0.9969251 0.0025441 0.0030749 0.9974559
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 2 CD19 CD19 405133 1078 1198 3463752 0.9970517 0.0003111 0.0029483 0.9996889
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 156282 5825 13433 3731811 0.9208497 0.0015585 0.0791503 0.9984415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 473704 3804 9844 3419999 0.9796421 0.0011110 0.0203579 0.9988890
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 338958 10409 4796 3553188 0.9860482 0.0029209 0.0139518 0.9970791
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 889887 4126 1396 3011942 0.9984337 0.0013680 0.0015663 0.9986320
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 1626731 7116 2451 2271053 0.9984956 0.0031236 0.0015044 0.9968764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 167430 8244 15155 3787969 0.9169976 0.0021716 0.0830024 0.9978284
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 347273 11834 6480 3613211 0.9816821 0.0032645 0.0183179 0.9967355
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 474094 5299 7825 3491580 0.9837628 0.0015154 0.0162372 0.9984846
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 1653997 6063 4219 2314519 0.9974557 0.0026127 0.0025443 0.9973873
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 881293 2945 1738 3092822 0.9980318 0.0009513 0.0019682 0.9990487
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 120009 46165 20291 3581898 0.8553742 0.0127244 0.1446258 0.9872756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 6 Ungated Ungated 418742 2795 67999 3278827 0.8602974 0.0008517 0.1397026 0.9991483
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 324968 25817 19184 3398394 0.9442572 0.0075395 0.0557428 0.9924605
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 882758 31537 18302 2835766 0.9796884 0.0109988 0.0203116 0.9890012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 1458812 38748 27044 2243759 0.9817990 0.0169761 0.0182010 0.9830239
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 29076 59189 124836 3576222 0.1889131 0.0162812 0.8110869 0.9837188
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 6 Ungated Ungated 319784 0 79449 3390090 0.8009959 0.0000000 0.1990041 1.0000000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 329437 88804 24100 3346982 0.9318317 0.0258468 0.0681683 0.9741532
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 1580587 63674 44054 2101008 0.9728839 0.0294149 0.0271161 0.9705851
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 407951 19855 996 3360521 0.9975645 0.0058736 0.0024355 0.9941264
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 18952 30795 132445 3404120 0.1251808 0.0089653 0.8748192 0.9910347
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 6 Ungated Ungated 259592 928 75192 3250600 0.7754015 0.0002854 0.2245985 0.9997146
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 1443311 44619 29584 2068798 0.9799144 0.0211123 0.0200856 0.9788877
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 319465 105150 6456 3155241 0.9801915 0.0322507 0.0198085 0.9677493
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 890475 64988 7477 2623372 0.9916733 0.0241738 0.0083267 0.9758262
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 62046 16770 68153 3527422 0.4765474 0.0047317 0.5234526 0.9952683
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 6 Ungated Ungated 252287 272 85046 3336786 0.7478871 0.0000815 0.2521129 0.9999185
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 319566 69353 9788 3275684 0.9702812 0.0207331 0.0297188 0.9792669
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 1590394 32359 9893 2041745 0.9938180 0.0156014 0.0061820 0.9843986
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 885496 53420 5095 2730380 0.9942791 0.0191896 0.0057209 0.9808104
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 31329 94298 105664 3462749 0.2286905 0.0265102 0.7713095 0.9734898
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 6 Ungated Ungated 259773 438 88360 3345469 0.7461890 0.0001309 0.2538110 0.9998691
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 1467363 25510 100122 2101045 0.9361257 0.0119959 0.0638743 0.9880041
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 340704 106866 2170 3244300 0.9936711 0.0318892 0.0063289 0.9681108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 416543 21383 2000 3254114 0.9952215 0.0065282 0.0047785 0.9934718
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 100093 28507 48019 3628231 0.6757926 0.0077957 0.3242074 0.9922043
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 408849 29527 80140 3286334 0.8361108 0.0089048 0.1638892 0.9910952
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 324409 16148 20607 3443686 0.9402723 0.0046673 0.0597277 0.9953327
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 391351 3989 18937 3390573 0.9538446 0.0011751 0.0461554 0.9988249
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 906614 42712 8784 2846740 0.9904042 0.0147820 0.0095958 0.9852180
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 13002 11692 171785 3759958 0.0703621 0.0031000 0.9296379 0.9969000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 257313 78776 107111 3513237 0.7060814 0.0219309 0.2939186 0.9780691
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 443878 41580 22045 3448934 0.9526853 0.0119123 0.0473147 0.9880877
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 402860 6946 7307 3539324 0.9821853 0.0019587 0.0178147 0.9980413
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 836898 3710 13413 3102416 0.9842258 0.0011944 0.0157742 0.9988056
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 111284 31885 66126 3661866 0.6272702 0.0086321 0.3727298 0.9913679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 308545 41871 26570 3494175 0.9207138 0.0118412 0.0792862 0.9881588
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 446617 29866 34480 3360198 0.9283305 0.0088099 0.0716695 0.9911901
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 378776 10624 27555 3454206 0.9321858 0.0030662 0.0678142 0.9969338
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 880524 7015 20899 2962723 0.9768155 0.0023622 0.0231845 0.9976378
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 126108 23636 43607 3714000 0.7430575 0.0063238 0.2569425 0.9936762
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 449686 43855 33862 3379948 0.9299718 0.0128089 0.0700282 0.9871911
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 327992 20633 15762 3542964 0.9541474 0.0057899 0.0458526 0.9942101
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 871195 9313 20088 3006755 0.9774617 0.0030878 0.0225383 0.9969122
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 381898 20212 7971 3497270 0.9795547 0.0057462 0.0204453 0.9942538
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 4108 2236 178477 3793977 0.0224991 0.0005890 0.9775009 0.9994110
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 448138 34548 33781 3462331 0.9299032 0.0098797 0.0700968 0.9901203
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 402683 8937 16611 3550567 0.9603834 0.0025107 0.0396166 0.9974893
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 342858 129989 10895 3495056 0.9692017 0.0358586 0.0307983 0.9641414
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 1642063 59472 16153 2261110 0.9902588 0.0256281 0.0097412 0.9743719
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 43319 82250 75573 3414121 0.3643559 0.0235244 0.6356441 0.9764756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 170991 29907 92843 3321522 0.6481007 0.0089237 0.3518993 0.9910763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 774381 12828 113631 2714423 0.8720389 0.0047036 0.1279611 0.9952964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 416839 159317 49962 2989145 0.8929694 0.0506015 0.1070306 0.9493985
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 2 CD19 CD19 349083 8636 39806 3217738 0.8976417 0.0026767 0.1023583 0.9973233
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 24021 45782 146520 3612205 0.1408518 0.0125156 0.8591482 0.9874844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 369915 59217 62617 3336779 0.8552315 0.0174373 0.1447685 0.9825627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 319189 112872 32887 3363580 0.9065912 0.0324676 0.0934088 0.9675324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 777930 34123 32763 2983712 0.9595864 0.0113071 0.0404136 0.9886929
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 1616569 59347 40617 2111995 0.9754904 0.0273319 0.0245096 0.9726681
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 32289 39654 96322 3461263 0.2510594 0.0113267 0.7489406 0.9886733
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 354967 77335 87142 3110084 0.8028948 0.0242626 0.1971052 0.9757374
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 206434 54927 49557 3318610 0.8064112 0.0162817 0.1935888 0.9837183
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 2 CD19 CD19 362098 9155 28815 3229460 0.9262879 0.0028268 0.0737121 0.9971732
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 830054 42573 30970 2725931 0.9640312 0.0153776 0.0359688 0.9846224
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 22971 15861 100122 3579276 0.1866150 0.0044118 0.8133850 0.9955882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 397323 125066 61128 3134713 0.8666640 0.0383664 0.1333360 0.9616336
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 242658 55149 33826 3386597 0.8776566 0.0160236 0.1223434 0.9839764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 764875 21659 95021 2836675 0.8894971 0.0075775 0.1105029 0.9924225
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 2 CD19 CD19 373818 13861 10174 3320377 0.9735047 0.0041572 0.0264953 0.9958428
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 31685 39490 120804 3600776 0.2077855 0.0108481 0.7922145 0.9891519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 343084 128839 108380 3212452 0.7599366 0.0385596 0.2400634 0.9614404
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 2 CD19 CD19 332286 9947 69830 3380692 0.8263436 0.0029337 0.1736564 0.9970663
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 679837 13478 141276 2958164 0.8279457 0.0045355 0.1720543 0.9954645
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 285783 170052 36295 3300625 0.8873099 0.0489968 0.1126901 0.9510032
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 4 CD4 CD4 247252 381778 1249795 1926025 0.1651598 0.1654292 0.8348402 0.8345708
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 81173 553023 407816 2762838 0.1660017 0.1667811 0.8339983 0.8332189
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 57281 575774 287735 2884060 0.1660242 0.1664167 0.8339758 0.8335833
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 68280 568065 342008 2826497 0.1664197 0.1673456 0.8335803 0.8326544
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 152533 484901 762865 2404551 0.1666303 0.1678176 0.8333697 0.8321824
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 4 CD4 CD4 277691 376438 1403134 1899174 0.1652111 0.1654228 0.8347889 0.8345772
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 60468 597665 303956 2994348 0.1659276 0.1663872 0.8340724 0.8336128
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 77439 582878 388484 2907636 0.1662056 0.1669892 0.8337944 0.8330108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 141798 517864 708513 2588262 0.1667602 0.1667234 0.8332398 0.8332766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 30832 630751 153955 3140899 0.1668516 0.1672348 0.8331484 0.8327652
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 55630 588450 279485 2947596 0.1660027 0.1664147 0.8339973 0.8335853
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 6 Ungated Ungated 79865 560234 401232 2829830 0.1660060 0.1652576 0.8339940 0.8347424
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 150481 495440 750942 2474298 0.1669372 0.1668295 0.8330628 0.8331705
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 29638 617726 147772 3076025 0.1670594 0.1672354 0.8329406 0.8327646
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 262337 382968 1307448 1918408 0.1671165 0.1664083 0.8328835 0.8335917
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 6 Ungated Ungated 80202 565855 403346 2857948 0.1658615 0.1652709 0.8341385 0.8347291
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 28247 623189 141468 3114447 0.1664379 0.1667335 0.8335621 0.8332665
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 271257 378821 1357925 1899348 0.1664989 0.1662831 0.8335011 0.8337169
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 148528 505901 742755 2510167 0.1666452 0.1677353 0.8333548 0.8322647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 57532 595888 286222 2967709 0.1673639 0.1672153 0.8326361 0.8327847
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 145708 512132 737323 2583635 0.1650089 0.1654298 0.8349911 0.8345702
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 79998 583409 401921 2913470 0.1659989 0.1668371 0.8340011 0.8331629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 69751 595589 349543 2963915 0.1663534 0.1673236 0.8336466 0.8326764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 276354 387700 1381862 1932882 0.1666574 0.1670702 0.8333426 0.8329298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 30452 631308 152133 3164905 0.1667826 0.1662994 0.8332174 0.8337006
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1287 16664441 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 2 5254 16660453 0.0036033 0.0000001 0.9963967 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6006 42 2993 16656687 0.6674075 0.0000025 0.3325925 0.9999975
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 16642 113 7795 16641178 0.6810165 0.0000068 0.3189835 0.9999932
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1291 16670490 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 142 0 2831 16668808 0.0477632 0.0000000 0.9522368 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 757 18 4511 16666495 0.1436978 0.0000011 0.8563022 0.9999989
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4595 142 2985 16664059 0.6062005 0.0000085 0.3937995 0.9999915
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 36059 1935 8955 16624832 0.8010619 0.0001164 0.1989381 0.9998836
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 0 1252 16027133 0.0007981 0.0000000 0.9992019 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4482 27 613 16023264 0.8796860 0.0000017 0.1203140 0.9999983
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6733 36 722 16020895 0.9031522 0.0000022 0.0968478 0.9999978
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46830 353 2835 15978368 0.9429175 0.0000221 0.0570825 0.9999779
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8311 294 321 16019460 0.9628128 0.0000184 0.0371872 0.9999816
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1255 16162701 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4164 9 1011 16158772 0.8046377 0.0000006 0.1953623 0.9999994
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 44233 124 3794 16115805 0.9210028 0.0000077 0.0789972 0.9999923
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6874 115 352 16156615 0.9512870 0.0000071 0.0487130 0.9999929
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8465 465 296 16154730 0.9662139 0.0000288 0.0337861 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1244 16113136 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4667 26 383 16109304 0.9241584 0.0000016 0.0758416 0.9999984
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46526 219 3554 16064081 0.9290335 0.0000136 0.0709665 0.9999864
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6929 66 426 16106959 0.9420802 0.0000041 0.0579198 0.9999959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8440 228 220 16105492 0.9745958 0.0000142 0.0254042 0.9999858
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 656 16209191 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 3 296 24419 16185129 0.0001228 0.0000183 0.9998772 0.9999817
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 5787 5210 16198831 0.0036336 0.0003571 0.9963664 0.9996429
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2328 377 42670 16164472 0.0517356 0.0000233 0.9482644 0.9999767
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 77 51290 620 16157860 0.1104735 0.0031643 0.8895265 0.9968357
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 283 455 23934 16263191 0.0116860 0.0000280 0.9883140 0.9999720
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1497 74 43195 16243097 0.0334959 0.0000046 0.9665041 0.9999954
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 387 17092 4785 16265599 0.0748260 0.0010497 0.9251740 0.9989503
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 3231 21959 20440 16242233 0.1364961 0.0013501 0.8635039 0.9986499
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 243 30907 701 16256012 0.2574153 0.0018977 0.7425847 0.9981023
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 8 2165 5038 15667418 0.0015854 0.0001382 0.9984146 0.9998618
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1841 219 40710 15631859 0.0432657 0.0000140 0.9567343 0.9999860
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 7370 42 27161 15640056 0.2134314 0.0000027 0.7865686 0.9999973
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 276 29758 654 15643941 0.2967742 0.0018986 0.7032258 0.9981014
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 7623 10906 16673 15639427 0.3137554 0.0006969 0.6862446 0.9993031
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 7 3527 5115 15725843 0.0013667 0.0002242 0.9986333 0.9997758
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2305 466 40285 15691436 0.0541207 0.0000297 0.9458793 0.9999703
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 46 10598 667 15723181 0.0645161 0.0006736 0.9354839 0.9993264
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 11429 67 27262 15695734 0.2953917 0.0000043 0.7046083 0.9999957
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 7225 1814 10786 15714667 0.4011437 0.0001154 0.5988563 0.9998846
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 953 933 41590 15493321 0.0224009 0.0000602 0.9775991 0.9999398
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 96 16575 725 15519401 0.1169306 0.0010669 0.8830694 0.9989331
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 910 9804 3813 15522270 0.1926741 0.0006312 0.8073259 0.9993688
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 5923 1771 9916 15519187 0.3739504 0.0001141 0.6260496 0.9998859
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 18849 2601 19107 15496240 0.4966013 0.0001678 0.5033987 0.9998322
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 34 1286 16664407 0.0007770 0.0000020 0.9992230 0.9999980
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 27773 756 22644 16614555 0.5508658 0.0000455 0.4491342 0.9999545
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 5197 1857 3802 16654872 0.5775086 0.0001115 0.4224914 0.9998885
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3182 1647 2091 16658808 0.6034515 0.0000989 0.3965485 0.9999011
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 24 383 1267 16670107 0.0185902 0.0000230 0.9814098 0.9999770
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 17517 9842 33317 16611105 0.3445922 0.0005921 0.6554078 0.9994079
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 2020 289 3248 16666224 0.3834472 0.0000173 0.6165528 0.9999827
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4149 1720 3431 16662481 0.5473615 0.0001032 0.4526385 0.9998968
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 16372 446 13043 16641920 0.5565868 0.0000268 0.4434132 0.9999732
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1253 16027133 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4483 729 2972 16020202 0.6013414 0.0000455 0.3986586 0.9999545
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 17077 183 6617 16004509 0.7207310 0.0000114 0.2792690 0.9999886
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3925 1244 1170 16022047 0.7703631 0.0000776 0.2296369 0.9999224
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 23827 1364 4678 15998517 0.8358884 0.0000853 0.1641116 0.9999147
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 10 1255 16162691 0.0000000 0.0000006 1.0000000 0.9999994
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4890 1119 2336 16155611 0.6767229 0.0000693 0.3232771 0.9999307
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2027 53 848 16161028 0.7050435 0.0000033 0.2949565 0.9999967
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3818 268 1357 16158513 0.7377778 0.0000166 0.2622222 0.9999834
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 43116 850 8748 16111242 0.8313281 0.0000528 0.1686719 0.9999472
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1244 16113136 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 25837 594 24243 16063706 0.5159145 0.0000370 0.4840855 0.9999630
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5139 2614 2216 16104411 0.6987084 0.0001623 0.3012916 0.9998377
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4042 324 1008 16109006 0.8003960 0.0000201 0.1996040 0.9999799
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6994 348 1666 16105372 0.8076212 0.0000216 0.1923788 0.9999784
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2963 16459289 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 89 5719 1096 16455348 0.0751055 0.0003474 0.9248945 0.9996526
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1185 1761 3886 16455420 0.2336817 0.0001070 0.7663183 0.9998930
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 22111 13448 28908 16397785 0.4333876 0.0008194 0.5666124 0.9991806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 26607 6480 22442 16406723 0.5424575 0.0003948 0.4575425 0.9996052
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 133 3554 1050 16519604 0.1124260 0.0002151 0.8875740 0.9997849
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 12038 52469 36571 16423263 0.2476496 0.0031846 0.7523504 0.9968154
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1677 1630 3422 16517612 0.3288880 0.0000987 0.6711120 0.9999013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 31223 8213 20065 16464840 0.6087779 0.0004986 0.3912221 0.9995014
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 32064 2608 17139 16472530 0.6516676 0.0001583 0.3483324 0.9998417
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 249 6657 910 15864734 0.2148404 0.0004194 0.7851596 0.9995806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1566 1204 3286 15866494 0.3227535 0.0000759 0.6772465 0.9999241
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 18647 21831 22504 15809568 0.4531360 0.0013790 0.5468640 0.9986210
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 25691 6157 23359 15817343 0.5237717 0.0003891 0.4762283 0.9996109
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 29938 3283 17309 15822020 0.6336487 0.0002075 0.3663513 0.9997925
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 154 4728 1004 15976347 0.1329879 0.0002958 0.8670121 0.9997042
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1489 1149 3423 15976172 0.3031352 0.0000719 0.6968648 0.9999281
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 28382 11030 21383 15921438 0.5703205 0.0006923 0.4296795 0.9993077
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 30721 4623 17340 15929549 0.6392085 0.0002901 0.3607915 0.9997099
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 29160 28703 12933 15911437 0.6927518 0.0018007 0.3072482 0.9981993
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 217 7749 906 15948013 0.1932324 0.0004857 0.8067676 0.9995143
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 15702 33056 28356 15879771 0.3563938 0.0020773 0.6436062 0.9979227
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1770 1467 2869 15950779 0.3815477 0.0000920 0.6184523 0.9999080
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 30484 7402 19297 15899702 0.6123621 0.0004653 0.3876379 0.9995347
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 31594 2697 15823 15906771 0.6663011 0.0001695 0.3336989 0.9998305
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 169 591189 5104 16069266 0.0320501 0.0354846 0.9679499 0.9645154
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 42 592661 1245 16071780 0.0326340 0.0355644 0.9673660 0.9644356
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 253 598722 7306 16059447 0.0334700 0.0359416 0.9665300 0.9640584
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 304 593393 8695 16063336 0.0337815 0.0356248 0.9662185 0.9643752
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1425 572866 42701 16054789 0.0322939 0.0344526 0.9677061 0.9655474
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 980 574269 28435 16068097 0.0333163 0.0345065 0.9666837 0.9654935
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 176 578879 5092 16087634 0.0334093 0.0347331 0.9665907 0.9652669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 302 572172 8680 16090627 0.0336228 0.0343383 0.9663772 0.9656617
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 36010 536371 1022066 15077334 0.0340335 0.0343526 0.9659665 0.9656474
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 547892 1212 15479241 0.0327215 0.0341853 0.9672785 0.9658147
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1686 554189 49357 15423154 0.0330310 0.0346859 0.9669690 0.9653141
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 804 555786 22890 15448906 0.0339326 0.0347264 0.9660674 0.9652736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3236 544483 91705 15388962 0.0340843 0.0341723 0.9659157 0.9658277
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1673 545867 47282 15433564 0.0341742 0.0341606 0.9658258 0.9658394
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 552532 1214 15610169 0.0326693 0.0341856 0.9673307 0.9658144
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 940 557255 27641 15578120 0.0328890 0.0345362 0.9671110 0.9654638
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1712 554745 50152 15557347 0.0330094 0.0344304 0.9669906 0.9655696
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 797 553034 22983 15587142 0.0335156 0.0342644 0.9664844 0.9657356
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3107 551465 88606 15520778 0.0338774 0.0343116 0.9661226 0.9656884
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 165 552733 4885 15556597 0.0326733 0.0343114 0.9673267 0.9656886
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3067 552379 89240 15469694 0.0332261 0.0344761 0.9667739 0.9655239
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1635 554475 47373 15510897 0.0333619 0.0345137 0.9666381 0.9654863
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1727 550458 49817 15512378 0.0335054 0.0342690 0.9664946 0.9657310
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 292 553097 8368 15552623 0.0337182 0.0343417 0.9662818 0.9656583
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0 0 666 190685 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 0 0 203 191148 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 1 Basophils Basophils 1 1 945 190404 0.0010571 0.0000053 0.9989429 0.9999947
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 14 pDCs pDCs 2 3 656 190690 0.0030395 0.0000157 0.9969605 0.9999843
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 122 74154 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 0 0 87 74189 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 0 0 310 73966 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 14 pDCs pDCs 3 3 577 73693 0.0051724 0.0000407 0.9948276 0.9999593
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 1 Basophils Basophils 10 14 251 74001 0.0383142 0.0001892 0.9616858 0.9998108
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 2 449 180 181080 0.0109890 0.0024734 0.9890110 0.9975266
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 15 ungated ungated 3123 691 106707 71190 0.0284349 0.0096131 0.9715651 0.9903869
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 15 221 227 181248 0.0619835 0.0012178 0.9380165 0.9987822
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 36 400 167 181108 0.1773399 0.0022038 0.8226601 0.9977962
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 1 Basophils Basophils 830 1719 102 179060 0.8905579 0.0095088 0.1094421 0.9904912
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 3 79 84 73154 0.0344828 0.0010787 0.9655172 0.9989213
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 15 ungated ungated 2362 172 39259 31527 0.0567502 0.0054260 0.9432498 0.9945740
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 12 1159 110 72039 0.0983607 0.0158338 0.9016393 0.9841662
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1047 1413 254 70606 0.8047656 0.0196198 0.1952344 0.9803802
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 389 668 81 72182 0.8276596 0.0091695 0.1723404 0.9908305
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 1 1 202 191147 0.0049261 0.0000052 0.9950739 0.9999948
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 14 pDCs pDCs 7 9 651 190684 0.0106383 0.0000472 0.9893617 0.9999528
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 312 400 17819 172820 0.0172081 0.0023092 0.9827919 0.9976908
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 71 99 1995 189186 0.0343659 0.0005230 0.9656341 0.9994770
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 36 173 191133 0.0494505 0.0001883 0.9505495 0.9998117
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0 0 470 73806 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 68 80 8167 65961 0.0082574 0.0012114 0.9917426 0.9987886
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 67 73 2716 71420 0.0240747 0.0010211 0.9759253 0.9989789
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 112 137 1191 72836 0.0859555 0.0018774 0.9140445 0.9981226
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 21 44 101 74110 0.1721311 0.0005934 0.8278689 0.9994066
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 13 Pro_B_cells Pro_B_cells 18 205 150 151954 0.1071429 0.0013473 0.8928571 0.9986527
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 1 Basophils Basophils 93 185 708 151341 0.1161049 0.0012209 0.8838951 0.9987791
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2131 2958 10211 137027 0.1726625 0.0211308 0.8273375 0.9788692
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 38 1361 117 150811 0.2451613 0.0089438 0.7548387 0.9910562
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 12 Pre_B_cells Pre_B_cells 698 1263 1920 148446 0.2666157 0.0084364 0.7333843 0.9915636
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 33 43 372 53369 0.0814815 0.0008051 0.9185185 0.9991949
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 15 ungated ungated 10150 5800 21032 16835 0.3255083 0.2562403 0.6744917 0.7437597
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 334 508 692 52283 0.3255361 0.0096229 0.6744639 0.9903771
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 394 750 725 51948 0.3521001 0.0142320 0.6478999 0.9857680
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 1 Basophils Basophils 114 312 107 53284 0.5158371 0.0058213 0.4841629 0.9941787
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 1 Basophils Basophils 1 2 945 190403 0.0010571 0.0000105 0.9989429 0.9999895
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 14 pDCs pDCs 1 2 657 190691 0.0015198 0.0000105 0.9984802 0.9999895
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 2 3 664 190682 0.0030030 0.0000157 0.9969970 0.9999843
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 1 1 242 191107 0.0041152 0.0000052 0.9958848 0.9999948
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 1 121 74153 0.0081967 0.0000135 0.9918033 0.9999865
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 14 pDCs pDCs 21 21 559 73675 0.0362069 0.0002850 0.9637931 0.9997150
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 13 13 237 74013 0.0520000 0.0001756 0.9480000 0.9998244
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 1 Basophils Basophils 34 34 227 73981 0.1302682 0.0004594 0.8697318 0.9995406
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 51 52 259 73914 0.1645161 0.0007030 0.8354839 0.9992970
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 374 181 181457 0.0054945 0.0020569 0.9945055 0.9979431
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 15 ungated ungated 3028 659 106983 71343 0.0275245 0.0091525 0.9724755 0.9908475
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 25 420 178 181390 0.1231527 0.0023101 0.8768473 0.9976899
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1630 2624 148 177611 0.9167604 0.0145588 0.0832396 0.9854412
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 14 pDCs pDCs 622 1450 35 179906 0.9467275 0.0079953 0.0532725 0.9920047
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 15 ungated ungated 1690 125 39556 31572 0.0409737 0.0039436 0.9590263 0.9960564
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 10 307 112 72514 0.0819672 0.0042158 0.9180328 0.9957842
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 69 98 18 72758 0.7931034 0.0013451 0.2068966 0.9986549
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 388 586 82 71887 0.8255319 0.0080858 0.1744681 0.9919142
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1079 1456 220 70188 0.8306390 0.0203227 0.1693610 0.9796773
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0 1 2066 189284 0.0000000 0.0000053 1.0000000 0.9999947
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 0 1 243 191107 0.0000000 0.0000052 1.0000000 0.9999948
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 14 pDCs pDCs 0 0 658 190693 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1 2 2601 188747 0.0003843 0.0000106 0.9996157 0.9999894
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 2 4 664 190681 0.0030030 0.0000210 0.9969970 0.9999790
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 1 Basophils Basophils 1 1 260 74014 0.0038314 0.0000135 0.9961686 0.9999865
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 56 59 2727 71434 0.0201222 0.0008253 0.9798778 0.9991747
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 19 22 231 74004 0.0760000 0.0002972 0.9240000 0.9997028
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 12 14 75 74175 0.1379310 0.0001887 0.8620690 0.9998113
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 27 42 95 74112 0.2213115 0.0005664 0.7786885 0.9994336
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 1 Basophils Basophils 99 249 743 149841 0.1175772 0.0016590 0.8824228 0.9983410
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 13 Pro_B_cells Pro_B_cells 23 306 147 150456 0.1352941 0.0020297 0.8647059 0.9979703
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 24 47 125 150736 0.1610738 0.0003117 0.8389262 0.9996883
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2408 3414 9805 135305 0.1971670 0.0246109 0.8028330 0.9753891
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 12 Pre_B_cells Pre_B_cells 584 1054 1964 147330 0.2291994 0.0071032 0.7708006 0.9928968
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 35 48 379 52761 0.0845411 0.0009089 0.9154589 0.9990911
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 336 479 697 51711 0.3252662 0.0091780 0.6747338 0.9908220
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 387 726 754 51356 0.3391762 0.0139396 0.6608238 0.9860604
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 15 ungated ungated 10667 6028 20255 16273 0.3449648 0.2703018 0.6550352 0.7296982
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 53 195 57 52918 0.4818182 0.0036714 0.5181818 0.9963286
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 1 Basophils Basophils 9 9 937 190396 0.0095137 0.0000473 0.9904863 0.9999527
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 9 9 657 190676 0.0135135 0.0000472 0.9864865 0.9999528
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 25 27 1753 189546 0.0140607 0.0001424 0.9859393 0.9998576
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 3 4 200 191144 0.0147783 0.0000209 0.9852217 0.9999791
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 14 pDCs pDCs 4 4 576 73692 0.0068966 0.0000543 0.9931034 0.9999457
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 1 121 74153 0.0081967 0.0000135 0.9918033 0.9999865
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 16 16 294 73950 0.0516129 0.0002163 0.9483871 0.9997837
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 13 14 237 74012 0.0520000 0.0001891 0.9480000 0.9998109
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 1 Basophils Basophils 29 30 232 73985 0.1111111 0.0004053 0.8888889 0.9995947
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 356 181 181567 0.0054945 0.0019569 0.9945055 0.9980431
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 15 ungated ungated 2943 609 107148 71405 0.0267324 0.0084567 0.9732676 0.9915433
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 9 227 234 181635 0.0370370 0.0012482 0.9629630 0.9987518
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 25 375 178 181527 0.1231527 0.0020615 0.8768473 0.9979385
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1630 2620 148 177707 0.9167604 0.0145292 0.0832396 0.9854708
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 15 ungated ungated 2179 165 39407 31543 0.0523974 0.0052037 0.9476026 0.9947963
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 10 1215 112 71957 0.0819672 0.0166047 0.9180328 0.9833953
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 62 117 25 73090 0.7126437 0.0015982 0.2873563 0.9984018
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1040 1403 260 70591 0.8000000 0.0194877 0.2000000 0.9805123
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 388 665 82 72159 0.8255319 0.0091316 0.1744681 0.9908684
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 1 3 12319 179028 0.0000812 0.0000168 0.9999188 0.9999832
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 14 17 1764 189556 0.0078740 0.0000897 0.9921260 0.9999103
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 168 243 17963 172977 0.0092659 0.0014028 0.9907341 0.9985972
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 56 75 3296 187924 0.0167064 0.0003989 0.9832936 0.9996011
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 4 4 178 191165 0.0219780 0.0000209 0.9780220 0.9999791
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 14 pDCs pDCs 5 5 575 73691 0.0086207 0.0000678 0.9913793 0.9999322
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 10 Monocytes Monocytes 110 128 4878 69160 0.0220529 0.0018474 0.9779471 0.9981526
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 25 31 445 73775 0.0531915 0.0004200 0.9468085 0.9995800
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 263 268 3937 69808 0.0626190 0.0038244 0.9373810 0.9961756
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 111 124 1118 72923 0.0903173 0.0016975 0.9096827 0.9983025
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 1 Basophils Basophils 99 250 745 150523 0.1172986 0.0016581 0.8827014 0.9983419
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 13 Pro_B_cells Pro_B_cells 21 269 154 151173 0.1200000 0.0017763 0.8800000 0.9982237
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 28 55 123 151411 0.1854305 0.0003631 0.8145695 0.9996369
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2321 3269 10137 135890 0.1863060 0.0234911 0.8136940 0.9765089
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 12 Pre_B_cells Pre_B_cells 595 1044 1964 148014 0.2325127 0.0070040 0.7674873 0.9929960
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 35 48 375 52424 0.0853659 0.0009148 0.9146341 0.9990852
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 318 456 705 51403 0.3108504 0.0087931 0.6891496 0.9912069
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 393 727 729 51033 0.3502674 0.0140456 0.6497326 0.9859544
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 15 ungated ungated 11205 6324 19566 15787 0.3641416 0.2860115 0.6358584 0.7139885
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 46 207 60 52569 0.4339623 0.0039222 0.5660377 0.9960778
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Samusik_seed-42 cyanno num-1 run0 5 CLP CLP 0 0 434 755469 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 10 HSC HSC 0 0 26 755877 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 6 CMP CMP 60 2 1808 754033 0.0321199 0.0000027 0.9678801 0.9999973
dataset_name-Samusik_seed-42 cyanno num-1 run0 16 MPP MPP 72 5 1049 754777 0.0642284 0.0000066 0.9357716 0.9999934
dataset_name-Samusik_seed-42 cyanno num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 296 15 3499 752093 0.0779974 0.0000199 0.9220026 0.9999801
dataset_name-Samusik_seed-42 cyanno num-2 run0 5 CLP CLP 0 0 446 760485 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 10 HSC HSC 0 0 26 760905 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 16 MPP MPP 108 6 992 759825 0.0981818 0.0000079 0.9018182 0.9999921
dataset_name-Samusik_seed-42 cyanno num-2 run0 6 CMP CMP 226 14 1586 759105 0.1247241 0.0000184 0.8752759 0.9999816
dataset_name-Samusik_seed-42 cyanno num-2 run0 22 gd T cells gd T cells 58 3 289 760581 0.1671470 0.0000039 0.8328530 0.9999961
dataset_name-Samusik_seed-42 cyanno num-3 run0 5 CLP CLP 0 0 428 756660 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 6 CMP CMP 89 6 1753 755240 0.0483170 0.0000079 0.9516830 0.9999921
dataset_name-Samusik_seed-42 cyanno num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 227 9 3670 753182 0.0582499 0.0000119 0.9417501 0.9999881
dataset_name-Samusik_seed-42 cyanno num-3 run0 16 MPP MPP 85 7 1035 755961 0.0758929 0.0000093 0.9241071 0.9999907
dataset_name-Samusik_seed-42 cyanno num-4 run0 5 CLP CLP 0 0 434 757704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 10 HSC HSC 0 0 24 758114 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 22 gd T cells gd T cells 3 0 358 757777 0.0083102 0.0000000 0.9916898 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 16 MPP MPP 54 3 1071 757010 0.0480000 0.0000040 0.9520000 0.9999960
dataset_name-Samusik_seed-42 cyanno num-4 run0 6 CMP CMP 134 5 1701 756298 0.0730245 0.0000066 0.9269755 0.9999934
dataset_name-Samusik_seed-42 cyanno num-5 run0 5 CLP CLP 0 0 441 763921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 16 MPP MPP 15 1 1122 763224 0.0131926 0.0000013 0.9868074 0.9999987
dataset_name-Samusik_seed-42 cyanno num-5 run0 6 CMP CMP 46 3 1799 762514 0.0249322 0.0000039 0.9750678 0.9999961
dataset_name-Samusik_seed-42 cyanno num-5 run0 22 gd T cells gd T cells 9 0 337 764016 0.0260116 0.0000000 0.9739884 1.0000000
dataset_name-Samusik_seed-42 cygate num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 290 441 3505 729579 0.0764163 0.0006041 0.9235837 0.9993959
dataset_name-Samusik_seed-42 cygate num-1 run0 10 HSC HSC 4 90 22 733699 0.1538462 0.0001227 0.8461538 0.9998773
dataset_name-Samusik_seed-42 cygate num-1 run0 25 ungated ungated 70485 736 203471 459123 0.2572858 0.0016005 0.7427142 0.9983995
dataset_name-Samusik_seed-42 cygate num-1 run0 5 CLP CLP 177 4482 257 728899 0.4078341 0.0061114 0.5921659 0.9938886
dataset_name-Samusik_seed-42 cygate num-1 run0 19 NKT cells NKT cells 6593 5360 1047 720815 0.8629581 0.0073811 0.1370419 0.9926189
dataset_name-Samusik_seed-42 cygate num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 406 800 3357 701664 0.1078926 0.0011388 0.8921074 0.9988612
dataset_name-Samusik_seed-42 cygate num-2 run0 25 ungated ungated 73797 849 181115 450466 0.2894999 0.0018812 0.7105001 0.9981188
dataset_name-Samusik_seed-42 cygate num-2 run0 10 HSC HSC 8 910 18 705291 0.3076923 0.0012886 0.6923077 0.9987114
dataset_name-Samusik_seed-42 cygate num-2 run0 5 CLP CLP 247 5291 199 700490 0.5538117 0.0074967 0.4461883 0.9925033
dataset_name-Samusik_seed-42 cygate num-2 run0 16 MPP MPP 977 3618 123 701509 0.8881818 0.0051310 0.1118182 0.9948690
dataset_name-Samusik_seed-42 cygate num-3 run0 10 HSC HSC 0 126 28 732996 0.0000000 0.0001719 1.0000000 0.9998281
dataset_name-Samusik_seed-42 cygate num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 131 931 3766 728322 0.0336156 0.0012766 0.9663844 0.9987234
dataset_name-Samusik_seed-42 cygate num-3 run0 25 ungated ungated 72875 673 204774 454828 0.2624717 0.0014775 0.7375283 0.9985225
dataset_name-Samusik_seed-42 cygate num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 2336 966 4432 725416 0.3451537 0.0013299 0.6548463 0.9986701
dataset_name-Samusik_seed-42 cygate num-3 run0 5 CLP CLP 332 5375 96 727347 0.7757009 0.0073357 0.2242991 0.9926643
dataset_name-Samusik_seed-42 cygate num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 174 410 3587 717398 0.0462643 0.0005712 0.9537357 0.9994288
dataset_name-Samusik_seed-42 cygate num-4 run0 10 HSC HSC 5 421 19 721124 0.2083333 0.0005835 0.7916667 0.9994165
dataset_name-Samusik_seed-42 cygate num-4 run0 25 ungated ungated 73781 694 195908 451186 0.2735781 0.0015358 0.7264219 0.9984642
dataset_name-Samusik_seed-42 cygate num-4 run0 5 CLP CLP 342 5194 92 715941 0.7880184 0.0072025 0.2119816 0.9927975
dataset_name-Samusik_seed-42 cygate num-4 run0 19 NKT cells NKT cells 6451 5295 1120 708703 0.8520671 0.0074160 0.1479329 0.9925840
dataset_name-Samusik_seed-42 cygate num-5 run0 10 HSC HSC 0 470 27 737765 0.0000000 0.0006367 1.0000000 0.9993633
dataset_name-Samusik_seed-42 cygate num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 136 397 3683 734046 0.0356114 0.0005405 0.9643886 0.9994595
dataset_name-Samusik_seed-42 cygate num-5 run0 25 ungated ungated 67322 309 206678 463953 0.2457007 0.0006656 0.7542993 0.9993344
dataset_name-Samusik_seed-42 cygate num-5 run0 5 CLP CLP 359 5467 82 732354 0.8140590 0.0074097 0.1859410 0.9925903
dataset_name-Samusik_seed-42 cygate num-5 run0 19 NKT cells NKT cells 6605 5366 1092 725199 0.8581265 0.0073450 0.1418735 0.9926550
dataset_name-Samusik_seed-42 dgcytof num-1 run0 10 HSC HSC 2 8 24 755869 0.0769231 0.0000106 0.9230769 0.9999894
dataset_name-Samusik_seed-42 dgcytof num-1 run0 21 Plasma Cells Plasma Cells 222 68 1353 754260 0.1409524 0.0000901 0.8590476 0.9999099
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5 CLP CLP 152 302 282 755167 0.3502304 0.0003998 0.6497696 0.9996002
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1365 431 2430 751677 0.3596838 0.0005731 0.6403162 0.9994269
dataset_name-Samusik_seed-42 dgcytof num-1 run0 16 MPP MPP 577 385 544 754397 0.5147190 0.0005101 0.4852810 0.9994899
dataset_name-Samusik_seed-42 dgcytof num-2 run0 10 HSC HSC 0 1 26 760904 0.0000000 0.0000013 1.0000000 0.9999987
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5 CLP CLP 12 57 434 760428 0.0269058 0.0000750 0.9730942 0.9999250
dataset_name-Samusik_seed-42 dgcytof num-2 run0 23 mDCs mDCs 290 91 699 759851 0.2932255 0.0001197 0.7067745 0.9998803
dataset_name-Samusik_seed-42 dgcytof num-2 run0 6 CMP CMP 611 247 1201 758872 0.3371965 0.0003254 0.6628035 0.9996746
dataset_name-Samusik_seed-42 dgcytof num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1776 742 1988 756425 0.4718385 0.0009800 0.5281615 0.9990200
dataset_name-Samusik_seed-42 dgcytof num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5 CLP CLP 32 21 396 756639 0.0747664 0.0000278 0.9252336 0.9999722
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1381 403 2516 752788 0.3543752 0.0005351 0.6456248 0.9994649
dataset_name-Samusik_seed-42 dgcytof num-3 run0 16 MPP MPP 414 189 706 755779 0.3696429 0.0002500 0.6303571 0.9997500
dataset_name-Samusik_seed-42 dgcytof num-3 run0 6 CMP CMP 879 325 963 754921 0.4771987 0.0004303 0.5228013 0.9995697
dataset_name-Samusik_seed-42 dgcytof num-4 run0 10 HSC HSC 0 1 24 758113 0.0000000 0.0000013 1.0000000 0.9999987
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5 CLP CLP 26 30 408 757674 0.0599078 0.0000396 0.9400922 0.9999604
dataset_name-Samusik_seed-42 dgcytof num-4 run0 17 Macrophages Macrophages 795 381 1855 755107 0.3000000 0.0005043 0.7000000 0.9994957
dataset_name-Samusik_seed-42 dgcytof num-4 run0 16 MPP MPP 402 186 723 756827 0.3573333 0.0002457 0.6426667 0.9997543
dataset_name-Samusik_seed-42 dgcytof num-4 run0 23 mDCs mDCs 375 119 580 757064 0.3926702 0.0001572 0.6073298 0.9998428
dataset_name-Samusik_seed-42 dgcytof num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5 CLP CLP 45 63 396 763858 0.1020408 0.0000825 0.8979592 0.9999175
dataset_name-Samusik_seed-42 dgcytof num-5 run0 23 mDCs mDCs 223 97 766 763276 0.2254803 0.0001271 0.7745197 0.9998729
dataset_name-Samusik_seed-42 dgcytof num-5 run0 22 gd T cells gd T cells 149 24 197 763992 0.4306358 0.0000314 0.5693642 0.9999686
dataset_name-Samusik_seed-42 dgcytof num-5 run0 17 Macrophages Macrophages 1143 645 1396 761178 0.4501772 0.0008467 0.5498228 0.9991533
dataset_name-Samusik_seed-42 lda num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 19 379 2462 571418 0.0076582 0.0006628 0.9923418 0.9993372
dataset_name-Samusik_seed-42 lda num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 853 2556 7994 562875 0.0964169 0.0045204 0.9035831 0.9954796
dataset_name-Samusik_seed-42 lda num-1 run0 10 HSC HSC 3 244 20 574011 0.1304348 0.0004249 0.8695652 0.9995751
dataset_name-Samusik_seed-42 lda num-1 run0 5 CLP CLP 110 1729 231 572208 0.3225806 0.0030125 0.6774194 0.9969875
dataset_name-Samusik_seed-42 lda num-1 run0 6 CMP CMP 508 2971 927 569872 0.3540070 0.0051864 0.6459930 0.9948136
dataset_name-Samusik_seed-42 lda num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 34 810 1750 535710 0.0190583 0.0015097 0.9809417 0.9984903
dataset_name-Samusik_seed-42 lda num-2 run0 10 HSC HSC 2 134 24 538144 0.0769231 0.0002489 0.9230769 0.9997511
dataset_name-Samusik_seed-42 lda num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 359 937 3838 533170 0.0855373 0.0017543 0.9144627 0.9982457
dataset_name-Samusik_seed-42 lda num-2 run0 5 CLP CLP 49 1103 282 536870 0.1480363 0.0020503 0.8519637 0.9979497
dataset_name-Samusik_seed-42 lda num-2 run0 6 CMP CMP 199 1169 1048 535888 0.1595830 0.0021767 0.8404170 0.9978233
dataset_name-Samusik_seed-42 lda num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 37 748 1978 526618 0.0183623 0.0014184 0.9816377 0.9985816
dataset_name-Samusik_seed-42 lda num-3 run0 10 HSC HSC 2 212 22 529145 0.0833333 0.0004005 0.9166667 0.9995995
dataset_name-Samusik_seed-42 lda num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 1090 3684 5492 519115 0.1656032 0.0070467 0.8343968 0.9929533
dataset_name-Samusik_seed-42 lda num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 2824 2329 10056 514172 0.2192547 0.0045092 0.7807453 0.9954908
dataset_name-Samusik_seed-42 lda num-3 run0 6 CMP CMP 326 1918 1069 526068 0.2336918 0.0036327 0.7663082 0.9963673
dataset_name-Samusik_seed-42 lda num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 16 340 1592 505092 0.0099502 0.0006727 0.9900498 0.9993273
dataset_name-Samusik_seed-42 lda num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 487 1425 3496 501632 0.1222696 0.0028327 0.8777304 0.9971673
dataset_name-Samusik_seed-42 lda num-4 run0 10 HSC HSC 3 353 20 506664 0.1304348 0.0006962 0.8695652 0.9993038
dataset_name-Samusik_seed-42 lda num-4 run0 6 CMP CMP 374 2172 960 503534 0.2803598 0.0042950 0.7196402 0.9957050
dataset_name-Samusik_seed-42 lda num-4 run0 5 CLP CLP 99 1647 225 505069 0.3055556 0.0032503 0.6944444 0.9967497
dataset_name-Samusik_seed-42 lda num-5 run0 10 HSC HSC 0 0 27 550224 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 lda num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 54 920 2354 546923 0.0224252 0.0016793 0.9775748 0.9983207
dataset_name-Samusik_seed-42 lda num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 683 1948 7328 540292 0.0852578 0.0035925 0.9147422 0.9964075
dataset_name-Samusik_seed-42 lda num-5 run0 5 CLP CLP 80 1510 250 548411 0.2424242 0.0027458 0.7575758 0.9972542
dataset_name-Samusik_seed-42 lda num-5 run0 6 CMP CMP 354 1831 803 547263 0.3059637 0.0033346 0.6940363 0.9966654
dataset_name-Samusik_seed-42 random num-1 run0 22 gd T cells gd T cells 11 29520 338 726034 0.0315186 0.0390707 0.9684814 0.9609293
dataset_name-Samusik_seed-42 random num-1 run0 21 Plasma Cells Plasma Cells 52 30366 1523 723962 0.0330159 0.0402557 0.9669841 0.9597443
dataset_name-Samusik_seed-42 random num-1 run0 5 CLP CLP 15 29704 419 725765 0.0345622 0.0393186 0.9654378 0.9606814
dataset_name-Samusik_seed-42 random num-1 run0 3 CD4 T cells CD4 T cells 176 30350 4897 720480 0.0346935 0.0404219 0.9653065 0.9595781
dataset_name-Samusik_seed-42 random num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 138 29467 3657 722641 0.0363636 0.0391792 0.9636364 0.9608208
dataset_name-Samusik_seed-42 random num-2 run0 21 Plasma Cells Plasma Cells 53 29669 1492 729717 0.0343042 0.0390697 0.9656958 0.9609303
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 92 31141 2502 727196 0.0354665 0.0410649 0.9645335 0.9589351
dataset_name-Samusik_seed-42 random num-2 run0 19 NKT cells NKT cells 288 30226 7266 723151 0.0381255 0.0401207 0.9618745 0.9598793
dataset_name-Samusik_seed-42 random num-2 run0 10 HSC HSC 1 29919 25 730986 0.0384615 0.0393203 0.9615385 0.9606797
dataset_name-Samusik_seed-42 random num-2 run0 18 NK cells NK cells 112 29716 2800 728303 0.0384615 0.0392022 0.9615385 0.9607978
dataset_name-Samusik_seed-42 random num-3 run0 5 CLP CLP 13 30135 415 726525 0.0303738 0.0398263 0.9696262 0.9601737
dataset_name-Samusik_seed-42 random num-3 run0 21 Plasma Cells Plasma Cells 43 29909 1210 725926 0.0343176 0.0395708 0.9656824 0.9604292
dataset_name-Samusik_seed-42 random num-3 run0 2 Basophils Basophils 129 30447 3570 722942 0.0348743 0.0404134 0.9651257 0.9595866
dataset_name-Samusik_seed-42 random num-3 run0 10 HSC HSC 1 29775 27 727285 0.0357143 0.0393298 0.9642857 0.9606702
dataset_name-Samusik_seed-42 random num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 146 30180 3751 723011 0.0374647 0.0400695 0.9625353 0.9599305
dataset_name-Samusik_seed-42 random num-4 run0 23 mDCs mDCs 30 30404 925 726779 0.0314136 0.0401541 0.9685864 0.9598459
dataset_name-Samusik_seed-42 random num-4 run0 6 CMP CMP 58 29935 1777 726368 0.0316076 0.0395807 0.9683924 0.9604193
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 99 31024 2692 724323 0.0354712 0.0410725 0.9645288 0.9589275
dataset_name-Samusik_seed-42 random num-4 run0 9 GMP GMP 194 29433 5224 723287 0.0358066 0.0391022 0.9641934 0.9608978
dataset_name-Samusik_seed-42 random num-4 run0 21 Plasma Cells Plasma Cells 55 29763 1443 726877 0.0367156 0.0393357 0.9632844 0.9606643
dataset_name-Samusik_seed-42 random num-5 run0 24 pDCs pDCs 885 29996 23175 710306 0.0367830 0.0405186 0.9632170 0.9594814
dataset_name-Samusik_seed-42 random num-5 run0 10 HSC HSC 1 30044 26 734291 0.0370370 0.0393074 0.9629630 0.9606926
dataset_name-Samusik_seed-42 random num-5 run0 16 MPP MPP 43 30199 1094 733026 0.0378188 0.0395676 0.9621812 0.9604324
dataset_name-Samusik_seed-42 random num-5 run0 3 CD4 T cells CD4 T cells 200 30225 5023 728914 0.0382922 0.0398148 0.9617078 0.9601852
dataset_name-Samusik_seed-42 random num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1792 28092 44077 690401 0.0390678 0.0390985 0.9609322 0.9609015
dataset_name-Transformed_seed-42 cyanno num-1 run0 5 DC DC 864 14 1036 163971 0.4547368 0.0000854 0.5452632 0.9999146
dataset_name-Transformed_seed-42 cyanno num-1 run0 2 B-cells IgM- B-cells IgM- 1531 160 1635 162559 0.4835755 0.0009833 0.5164245 0.9990167
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 2984 466 822 161613 0.7840252 0.0028751 0.2159748 0.9971249
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 13311 2246 3268 147060 0.8028832 0.0150429 0.1971168 0.9849571
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 45123 7069 4811 108882 0.9036528 0.0609654 0.0963472 0.9390346
dataset_name-Transformed_seed-42 cyanno num-2 run0 5 DC DC 1209 58 575 158987 0.6776906 0.0003647 0.3223094 0.9996353
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 2314 358 653 157504 0.7799124 0.0022678 0.2200876 0.9977322
dataset_name-Transformed_seed-42 cyanno num-2 run0 8 ungated ungated 2873 203 748 157005 0.7934272 0.0012913 0.2065728 0.9987087
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 20613 1374 2688 136154 0.8846401 0.0099907 0.1153599 0.9900093
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 14896 2548 1806 141579 0.8918692 0.0176789 0.1081308 0.9823211
dataset_name-Transformed_seed-42 cyanno num-3 run0 5 DC DC 1060 35 805 161457 0.5683646 0.0002167 0.4316354 0.9997833
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 2341 457 616 159943 0.7916808 0.0028491 0.2083192 0.9971509
dataset_name-Transformed_seed-42 cyanno num-3 run0 8 ungated ungated 3031 309 678 159339 0.8172014 0.0019355 0.1827986 0.9980645
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 14700 2129 2329 144199 0.8632333 0.0145495 0.1367667 0.9854505
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 44945 5098 4746 108568 0.9044897 0.0448507 0.0955103 0.9551493
dataset_name-Transformed_seed-42 cyanno num-4 run0 2 B-cells IgM- B-cells IgM- 1770 142 1392 160497 0.5597723 0.0008840 0.4402277 0.9991160
dataset_name-Transformed_seed-42 cyanno num-4 run0 5 DC DC 1085 44 766 161906 0.5861696 0.0002717 0.4138304 0.9997283
dataset_name-Transformed_seed-42 cyanno num-4 run0 8 ungated ungated 2997 238 729 159837 0.8043478 0.0014868 0.1956522 0.9985132
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 13874 2177 3152 144598 0.8148714 0.0148322 0.1851286 0.9851678
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 5660 280 650 157211 0.8969889 0.0017779 0.1030111 0.9982221
dataset_name-Transformed_seed-42 cyanno num-5 run0 5 DC DC 820 81 1018 159219 0.4461371 0.0005085 0.5538629 0.9994915
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 2534 505 528 157571 0.8275637 0.0031947 0.1724363 0.9968053
dataset_name-Transformed_seed-42 cyanno num-5 run0 8 ungated ungated 3004 222 617 157295 0.8296051 0.0014094 0.1703949 0.9985906
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 14993 2284 2530 141331 0.8556183 0.0159036 0.1443817 0.9840964
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 41648 4985 4874 109631 0.8952324 0.0434931 0.1047676 0.9565069
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 10175 1673 4345 113725 0.7007576 0.0144977 0.2992424 0.9855023
dataset_name-Transformed_seed-42 cygate num-1 run0 5 DC DC 1183 248 348 128139 0.7726976 0.0019317 0.2273024 0.9980683
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 33188 6314 6254 84162 0.8414381 0.0697865 0.1585619 0.9302135
dataset_name-Transformed_seed-42 cygate num-1 run0 1 B-cells IgM+ B-cells IgM+ 5145 112 870 123791 0.8553616 0.0009039 0.1446384 0.9990961
dataset_name-Transformed_seed-42 cygate num-1 run0 3 CD4 T-cells CD4 T-cells 33930 334 5512 90142 0.8602505 0.0036916 0.1397495 0.9963084
dataset_name-Transformed_seed-42 cygate num-2 run0 5 DC DC 1128 382 655 156614 0.6326416 0.0024332 0.3673584 0.9975668
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 1994 1369 878 154538 0.6942897 0.0087809 0.3057103 0.9912191
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 16895 4310 6264 131310 0.7295220 0.0317800 0.2704780 0.9682200
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 12198 4485 4460 137636 0.7322608 0.0315576 0.2677392 0.9684424
dataset_name-Transformed_seed-42 cygate num-2 run0 8 ungated ungated 2773 828 842 154336 0.7670816 0.0053363 0.2329184 0.9946637
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 12092 3389 4349 116697 0.7354784 0.0282214 0.2645216 0.9717786
dataset_name-Transformed_seed-42 cygate num-3 run0 5 DC DC 1333 373 417 134404 0.7617143 0.0027675 0.2382857 0.9972325
dataset_name-Transformed_seed-42 cygate num-3 run0 3 CD4 T-cells CD4 T-cells 34045 276 8338 93868 0.8032702 0.0029317 0.1967298 0.9970683
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 36550 9933 6349 83695 0.8520012 0.1060901 0.1479988 0.8939099
dataset_name-Transformed_seed-42 cygate num-3 run0 1 B-cells IgM+ B-cells IgM+ 4978 154 830 130565 0.8570937 0.0011781 0.1429063 0.9988219
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 12083 2136 3725 124733 0.7643598 0.0168363 0.2356402 0.9831637
dataset_name-Transformed_seed-42 cygate num-4 run0 5 DC DC 1281 280 340 140776 0.7902529 0.0019850 0.2097471 0.9980150
dataset_name-Transformed_seed-42 cygate num-4 run0 8 ungated ungated 2755 678 520 138724 0.8412214 0.0048636 0.1587786 0.9951364
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 32861 7436 6105 96275 0.8433249 0.0716992 0.1566751 0.9283008
dataset_name-Transformed_seed-42 cygate num-4 run0 1 B-cells IgM+ B-cells IgM+ 5249 148 857 136423 0.8596462 0.0010837 0.1403538 0.9989163
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 10965 3423 6061 132968 0.6440150 0.0250970 0.3559850 0.9749030
dataset_name-Transformed_seed-42 cygate num-5 run0 5 DC DC 1261 323 497 151336 0.7172924 0.0021298 0.2827076 0.9978702
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 2267 1187 770 149193 0.7464603 0.0078933 0.2535397 0.9921067
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 30504 5443 9793 107677 0.7569794 0.0481170 0.2430206 0.9518830
dataset_name-Transformed_seed-42 cygate num-5 run0 8 ungated ungated 2839 750 510 149318 0.8477157 0.0049977 0.1522843 0.9950023
dataset_name-Transformed_seed-42 dgcytof num-1 run0 2 B-cells IgM- B-cells IgM- 1532 686 1634 162033 0.4838913 0.0042159 0.5161087 0.9957841
dataset_name-Transformed_seed-42 dgcytof num-1 run0 8 ungated ungated 2030 225 1776 161854 0.5333684 0.0013882 0.4666316 0.9986118
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5 DC DC 1566 359 334 163626 0.8242105 0.0021892 0.1757895 0.9978108
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 13706 3790 2873 145516 0.8267085 0.0253841 0.1732915 0.9746159
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 19512 2909 4006 139458 0.8296624 0.0204331 0.1703376 0.9795669
dataset_name-Transformed_seed-42 dgcytof num-2 run0 8 ungated ungated 1850 218 1771 156990 0.5109086 0.0013867 0.4890914 0.9986133
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 17593 1938 5708 135590 0.7550320 0.0140917 0.2449680 0.9859083
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5 DC DC 1412 193 372 158852 0.7914798 0.0012135 0.2085202 0.9987865
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 13368 2740 3334 141387 0.8003832 0.0190110 0.1996168 0.9809890
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 2404 1126 563 156736 0.8102460 0.0071328 0.1897540 0.9928672
dataset_name-Transformed_seed-42 dgcytof num-3 run0 8 ungated ungated 2297 327 1412 159321 0.6193044 0.0020483 0.3806956 0.9979517
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 2229 1130 728 159270 0.7538045 0.0070449 0.2461955 0.9929551
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 38864 5599 10827 108067 0.7821135 0.0492584 0.2178865 0.9507416
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 14413 3610 2616 142718 0.8463797 0.0246706 0.1536203 0.9753294
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1 B-cells IgM+ B-cells IgM+ 5000 394 868 157095 0.8520791 0.0025018 0.1479209 0.9974982
dataset_name-Transformed_seed-42 dgcytof num-4 run0 2 B-cells IgM- B-cells IgM- 1297 318 1865 160321 0.4101834 0.0019796 0.5898166 0.9980204
dataset_name-Transformed_seed-42 dgcytof num-4 run0 8 ungated ungated 2100 141 1626 159934 0.5636071 0.0008808 0.4363929 0.9991192
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 17933 2081 4936 138851 0.7841620 0.0147660 0.2158380 0.9852340
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 13757 3688 3269 143087 0.8079995 0.0251269 0.1920005 0.9748731
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5 DC DC 1622 408 229 161542 0.8762831 0.0025193 0.1237169 0.9974807
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 2084 607 978 157469 0.6806009 0.0038399 0.3193991 0.9961601
dataset_name-Transformed_seed-42 dgcytof num-5 run0 8 ungated ungated 2589 429 1032 157088 0.7149959 0.0027235 0.2850041 0.9972765
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5 DC DC 1410 236 428 159064 0.7671382 0.0014815 0.2328618 0.9985185
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 18100 1169 4909 136960 0.7866487 0.0084631 0.2133513 0.9915369
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 38814 6890 7708 107726 0.8343149 0.0601138 0.1656851 0.9398862
dataset_name-Transformed_seed-42 lda num-1 run0 8 ungated ungated 27 77 27 62560 0.5000000 0.0012293 0.5000000 0.9987707
dataset_name-Transformed_seed-42 lda num-1 run0 1 B-cells IgM+ B-cells IgM+ 1451 247 1104 59889 0.5679061 0.0041074 0.4320939 0.9958926
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 603 886 310 60892 0.6604600 0.0143417 0.3395400 0.9856583
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 14169 4148 4141 40233 0.7738394 0.0934634 0.2261606 0.9065366
dataset_name-Transformed_seed-42 lda num-1 run0 3 CD4 T-cells CD4 T-cells 19909 54 4693 38035 0.8092432 0.0014177 0.1907568 0.9985823
dataset_name-Transformed_seed-42 lda num-2 run0 2 B-cells IgM- B-cells IgM- 595 328 1149 107235 0.3411697 0.0030494 0.6588303 0.9969506
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 7110 3349 5604 93244 0.5592261 0.0346712 0.4407739 0.9653288
dataset_name-Transformed_seed-42 lda num-2 run0 8 ungated ungated 149 168 72 108918 0.6742081 0.0015401 0.3257919 0.9984599
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 8605 2056 2228 96418 0.7943321 0.0208786 0.2056679 0.9791214
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 3718 766 641 104182 0.8529479 0.0072989 0.1470521 0.9927011
dataset_name-Transformed_seed-42 lda num-3 run0 2 B-cells IgM- B-cells IgM- 42 9 450 56413 0.0853659 0.0001595 0.9146341 0.9998405
dataset_name-Transformed_seed-42 lda num-3 run0 8 ungated ungated 42 54 42 56776 0.5000000 0.0009502 0.5000000 0.9990498
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 7211 2061 4496 43146 0.6159563 0.0455903 0.3840437 0.9544097
dataset_name-Transformed_seed-42 lda num-3 run0 3 CD4 T-cells CD4 T-cells 22206 42 3392 31274 0.8674896 0.0013412 0.1325104 0.9986588
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 2416 417 186 53895 0.9285165 0.0076779 0.0714835 0.9923221
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 508 643 761 90585 0.4003152 0.0070483 0.5996848 0.9929517
dataset_name-Transformed_seed-42 lda num-4 run0 8 ungated ungated 46 92 44 92315 0.5111111 0.0009956 0.4888889 0.9990044
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 2463 500 1033 88501 0.7045195 0.0056179 0.2954805 0.9943821
dataset_name-Transformed_seed-42 lda num-4 run0 3 CD4 T-cells CD4 T-cells 29038 76 8512 54871 0.7733156 0.0013832 0.2266844 0.9986168
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 23352 9070 5555 54520 0.8078320 0.1426325 0.1921680 0.8573675
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 2933 1351 6900 99207 0.2982813 0.0134350 0.7017187 0.9865650
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 148 254 225 109764 0.3967828 0.0023087 0.6032172 0.9976913
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 1110 630 1218 107433 0.4768041 0.0058299 0.5231959 0.9941701
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 9111 3320 4110 93850 0.6891309 0.0341669 0.3108691 0.9658331
dataset_name-Transformed_seed-42 lda num-5 run0 3 CD4 T-cells CD4 T-cells 33405 145 8467 68374 0.7977885 0.0021162 0.2022115 0.9978838
dataset_name-Transformed_seed-42 random num-1 run0 7 monocytes monocytes 1969 17714 14610 131592 0.1187647 0.1186423 0.8812353 0.8813577
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 7536 13353 53118 91878 0.1242457 0.1268923 0.8757543 0.8731077
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 6271 14919 43663 101032 0.1255858 0.1286664 0.8744142 0.8713336
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 2958 17791 20560 124576 0.1257760 0.1249658 0.8742240 0.8750342
dataset_name-Transformed_seed-42 random num-1 run0 1 B-cells IgM+ B-cells IgM+ 800 19703 5528 139854 0.1264223 0.1234857 0.8735777 0.8765143
dataset_name-Transformed_seed-42 random num-2 run0 3 CD4 T-cells CD4 T-cells 6995 12081 51304 90449 0.1199849 0.1178289 0.8800151 0.8821711
dataset_name-Transformed_seed-42 random num-2 run0 5 DC DC 217 19445 1567 139600 0.1216368 0.1222610 0.8783632 0.8777390
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 455 19917 3166 137291 0.1256559 0.1266920 0.8743441 0.8733080
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 2952 17171 20349 120357 0.1266898 0.1248546 0.8733102 0.8751454
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 6110 14145 41926 98648 0.1271963 0.1254067 0.8728037 0.8745933
dataset_name-Transformed_seed-42 random num-3 run0 2 B-cells IgM- B-cells IgM- 349 19627 2608 140773 0.1180250 0.1223628 0.8819750 0.8776372
dataset_name-Transformed_seed-42 random num-3 run0 7 monocytes monocytes 2013 17371 15016 128957 0.1182101 0.1187128 0.8817899 0.8812872
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 455 20248 3254 139400 0.1226746 0.1268290 0.8773254 0.8731710
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 7426 12996 51717 91218 0.1255601 0.1247049 0.8744399 0.8752951
dataset_name-Transformed_seed-42 random num-3 run0 1 B-cells IgM+ B-cells IgM+ 738 19459 5130 138030 0.1257669 0.1235578 0.8742331 0.8764422
dataset_name-Transformed_seed-42 random num-4 run0 4 CD8 T-cells CD8 T-cells 5728 13705 43097 101271 0.1173169 0.1191988 0.8826831 0.8808012
dataset_name-Transformed_seed-42 random num-4 run0 6 NK cells NK cells 2833 17421 20036 123511 0.1238795 0.1236128 0.8761205 0.8763872
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 790 20142 5520 137349 0.1251981 0.1278930 0.8748019 0.8721070
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 7527 12950 52505 90819 0.1253831 0.1247964 0.8746169 0.8752036
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 2165 18460 14861 128315 0.1271585 0.1257707 0.8728415 0.8742293
dataset_name-Transformed_seed-42 random num-5 run0 7 monocytes monocytes 2058 17055 15465 126560 0.1174456 0.1187550 0.8825544 0.8812450
dataset_name-Transformed_seed-42 random num-5 run0 8 ungated ungated 431 19515 3190 138002 0.1190279 0.1238914 0.8809721 0.8761086
dataset_name-Transformed_seed-42 random num-5 run0 2 B-cells IgM- B-cells IgM- 367 19325 2695 138751 0.1198563 0.1222513 0.8801437 0.8777487
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 7359 12937 51863 88979 0.1242613 0.1269379 0.8757387 0.8730621
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 5851 14310 40671 100306 0.1257685 0.1248517 0.8742315 0.8751483

Dominant Errors (FPR)

dataset model crossvalidation run_id population_id population_name population tp fp fn tn tpr fpr fnr tnr
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 25 Ungated Ungated 344105 92360 80839 2311597 0.8097655 0.0384200 0.1902345 0.9615800
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 136047 81152 50651 2561051 0.7287009 0.0307138 0.2712991 0.9692862
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 174894 76913 32224 2544870 0.8444172 0.0293361 0.1555828 0.9706639
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 83206 63239 17562 2664894 0.8257185 0.0231803 0.1742815 0.9768197
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 201003 26707 10583 2590608 0.9499825 0.0102040 0.0500175 0.9897960
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 25 Ungated Ungated 351115 143770 62028 2211256 0.8498631 0.0610482 0.1501369 0.9389518
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 176616 124193 4873 2462487 0.9731499 0.0480125 0.0268501 0.9519875
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 159333 66831 47127 2494878 0.7717379 0.0260884 0.2282621 0.9739116
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194634 28353 6555 2538627 0.9674187 0.0110453 0.0325813 0.9889547
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 624934 15533 35226 2092476 0.9466402 0.0073686 0.0533598 0.9926314
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 205984 181910 2281 2440689 0.9890476 0.0693625 0.0109524 0.9306375
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 154105 105116 10989 2560654 0.9334379 0.0394318 0.0665621 0.9605682
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 25 Ungated Ungated 334919 71525 89420 2335000 0.7892723 0.0297213 0.2107277 0.9702787
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 138185 65130 60767 2566782 0.6945645 0.0247463 0.3054355 0.9752537
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 207898 48599 3784 2570583 0.9821241 0.0185550 0.0178759 0.9814450
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 163340 199332 3667 2451048 0.9780428 0.0752088 0.0219572 0.9247912
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 184288 105902 12017 2515180 0.9387840 0.0404039 0.0612160 0.9595961
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 178509 86353 28045 2524480 0.8642244 0.0330749 0.1357756 0.9669251
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 25 Ungated Ungated 291377 74912 131547 2319551 0.6889583 0.0312855 0.3110417 0.9687145
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661899 28399 16807 2110282 0.9752367 0.0132787 0.0247633 0.9867213
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 170981 106685 15266 2507126 0.9180336 0.0408159 0.0819664 0.9591841
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 25 Ungated Ungated 347939 91392 62866 2297861 0.8469688 0.0382513 0.1530312 0.9617487
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 148299 79462 50859 2521438 0.7446299 0.0305517 0.2553701 0.9694483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661655 35358 10835 2092210 0.9838882 0.0166190 0.0161118 0.9833810
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200393 34990 8367 2556308 0.9599205 0.0135029 0.0400795 0.9864971
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 202725 204422 4207 2320879 0.9796696 0.0809496 0.0203304 0.9190504
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 133320 83961 63716 2451236 0.6766276 0.0331181 0.3233724 0.9668819
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 85104 77821 15651 2553657 0.8446628 0.0295731 0.1553372 0.9704269
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 37216 77446 3424 2614147 0.9157480 0.0287733 0.0842520 0.9712267
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 102265 64795 5953 2559220 0.9449907 0.0246931 0.0550093 0.9753069
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 192224 174314 10788 2326225 0.9468603 0.0697106 0.0531397 0.9302894
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 105049 176643 4917 2416942 0.9552862 0.0681077 0.0447138 0.9318923
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 38108 84276 2005 2579162 0.9500162 0.0316418 0.0499838 0.9683582
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 83999 58359 95397 2465796 0.4682323 0.0231202 0.5317677 0.9768798
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 84197 42795 13947 2562612 0.8578925 0.0164255 0.1421075 0.9835745
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 107977 192883 3075 2462476 0.9723103 0.0726391 0.0276897 0.9273609
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 197204 165145 3567 2400495 0.9822335 0.0643680 0.0177665 0.9356320
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 126989 75995 61908 2501519 0.6722658 0.0294838 0.3277342 0.9705162
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 88999 59960 11195 2606257 0.8882668 0.0224888 0.1117332 0.9775112
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 206216 43171 5313 2511711 0.9748829 0.0168975 0.0251171 0.9831025
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 176450 136712 12222 2391663 0.9352209 0.0540711 0.0647791 0.9459289
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 152433 115092 13596 2435926 0.9181107 0.0451161 0.0818893 0.9548839
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 180063 111988 22981 2402015 0.8868176 0.0445457 0.1131824 0.9554543
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 28422 67974 8595 2612056 0.7678094 0.0253631 0.2321906 0.9746369
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 656964 28794 18138 2013151 0.9731329 0.0141013 0.0268671 0.9858987
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 102747 147082 6927 2404647 0.9368401 0.0576401 0.0631599 0.9423599
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 156321 92316 28910 2383856 0.8439246 0.0372817 0.1560754 0.9627183
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 144762 83178 60730 2372733 0.7044654 0.0338685 0.2955346 0.9661315
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 56319 70164 271368 2263552 0.1718683 0.0300654 0.8281317 0.9699346
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2 B Cell (Memory) B Cell (Memory) 37511 41789 1403 2580700 0.9639461 0.0159349 0.0360539 0.9840651
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 25 Ungated Ungated 333552 134957 91392 2269000 0.7849317 0.0561395 0.2150683 0.9438605
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 136107 90330 50591 2551873 0.7290223 0.0341874 0.2709777 0.9658126
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 159041 55681 48077 2566102 0.7678763 0.0212378 0.2321237 0.9787622
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 24681 47570 4093 2752557 0.8577535 0.0169885 0.1422465 0.9830115
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 203361 44299 8225 2573016 0.9611269 0.0169254 0.0388731 0.9830746
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 25 Ungated Ungated 337237 139401 75906 2215625 0.8162718 0.0591930 0.1837282 0.9408070
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 151135 102002 30354 2484678 0.8327502 0.0394336 0.1672498 0.9605664
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 168125 92303 38335 2469406 0.8143224 0.0360318 0.1856776 0.9639682
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194349 32882 6840 2534098 0.9660021 0.0128096 0.0339979 0.9871904
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 635012 23269 25148 2084740 0.9619062 0.0110384 0.0380938 0.9889616
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 199105 165716 9160 2456883 0.9560176 0.0631877 0.0439824 0.9368123
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 25 Ungated Ungated 313626 97311 110713 2309214 0.7390930 0.0404363 0.2609070 0.9595637
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 149031 80737 16063 2585033 0.9027039 0.0302866 0.0972961 0.9697134
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 125817 59127 73135 2572785 0.6323988 0.0224654 0.3676012 0.9775346
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 204813 48818 6869 2570364 0.9675504 0.0186386 0.0324496 0.9813614
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 161065 207903 5942 2442477 0.9644207 0.0784427 0.0355793 0.9215573
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 178049 117533 18256 2503549 0.9070019 0.0448414 0.0929981 0.9551586
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 25 Ungated Ungated 279958 106815 142966 2287648 0.6619582 0.0446092 0.3380418 0.9553908
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 168333 78364 38221 2532469 0.8149588 0.0300149 0.1850412 0.9699851
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 666821 44163 11885 2094518 0.9824887 0.0206496 0.0175113 0.9793504
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 162186 111829 24061 2501982 0.8708113 0.0427839 0.1291887 0.9572161
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 140119 91420 59039 2509480 0.7035570 0.0351494 0.2964430 0.9648506
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 25 Ungated Ungated 297724 73706 113081 2315547 0.7247331 0.0308490 0.2752669 0.9691510
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 662246 42969 10244 2084599 0.9847671 0.0201963 0.0152329 0.9798037
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 104103 41394 6431 2648130 0.9418188 0.0153908 0.0581812 0.9846092
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 125857 96499 16551 2144349 0.8837776 0.0430636 0.1162224 0.9569364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2 B Cell (Memory) B Cell (Memory) 28992 96570 8336 2249358 0.7766824 0.0411649 0.2233176 0.9588351
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 61835 68983 40614 2211824 0.6035686 0.0302450 0.3964314 0.9697550
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 100254 52331 269045 1961626 0.2714711 0.0259842 0.7285289 0.9740158
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 19180 59935 5593 2298548 0.7742300 0.0254125 0.2257700 0.9745875
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 173279 192827 10356 1978010 0.9436055 0.0888261 0.0563945 0.9111739
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 25 Ungated Ungated 121557 117571 225475 1889869 0.3502761 0.0585676 0.6497239 0.9414324
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 79735 107035 24380 2143322 0.7658359 0.0475636 0.2341641 0.9524364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2866 64251 2833 2284522 0.5028952 0.0273551 0.4971048 0.9726449
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31476 43029 47989 2231978 0.3960989 0.0189138 0.6039011 0.9810862
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 145459 164611 31751 2191203 0.8208284 0.0698744 0.1791716 0.9301256
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 25 Ungated Ungated 133341 83114 239016 2077553 0.3580999 0.0384668 0.6419001 0.9615332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 132552 83148 23330 2293994 0.8503355 0.0349781 0.1496645 0.9650219
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2 B Cell (Memory) B Cell (Memory) 25557 79770 11616 2416081 0.6875151 0.0319610 0.3124849 0.9680390
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 67066 75733 94829 2295396 0.4142562 0.0319396 0.5857438 0.9680604
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 25 Ungated Ungated 172348 151010 194495 1833612 0.4698141 0.0760901 0.5301859 0.9239099
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 122745 118698 26527 2083495 0.8222909 0.0538999 0.1777091 0.9461001
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 95466 111832 50749 2093418 0.6529152 0.0507117 0.3470848 0.9492883
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 80909 79543 57925 2133088 0.5827751 0.0359495 0.4172249 0.9640505
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31409 54864 50678 2214514 0.3826306 0.0241758 0.6173694 0.9758242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 85568 126042 14469 2070901 0.8553635 0.0573715 0.1446365 0.9426285
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 103077 97055 33501 2063347 0.7547116 0.0449245 0.2452884 0.9550755
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 25 Ungated Ungated 83207 76840 243785 1893148 0.2544619 0.0390053 0.7455381 0.9609947
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 611338 54574 25933 1605135 0.9593062 0.0328817 0.0406938 0.9671183
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 12948 54792 9642 2219598 0.5731740 0.0240909 0.4268260 0.9759091
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3113 124135 66657 2634996 0.0446180 0.0449906 0.9553820 0.9550094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 8171 117231 178527 2524972 0.0437659 0.0443687 0.9562341 0.9556313
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 7520 117601 165547 2538233 0.0434514 0.0442803 0.9565486 0.9557197
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1476 123392 32225 2671808 0.0437969 0.0441442 0.9562031 0.9558558
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8574 115915 188649 2515763 0.0434736 0.0440460 0.9565264 0.9559540
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1265 118304 27584 2621016 0.0438490 0.0431874 0.9561510 0.9568126
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2319 115448 51518 2598884 0.0430745 0.0425327 0.9569255 0.9574673
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 321 117140 6856 2643852 0.0447262 0.0424268 0.9552738 0.9575732
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 7553 109695 173936 2476985 0.0416168 0.0424076 0.9583832 0.9575924
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 6862 109775 157864 2493668 0.0416571 0.0421653 0.9583429 0.9578347
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 810 145259 14659 2670136 0.0523628 0.0515945 0.9476372 0.9484055
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 34384 109422 645100 2041958 0.0506031 0.0508613 0.9493969 0.9491387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1318 142510 24960 2662076 0.0501560 0.0508132 0.9498440 0.9491868
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 371 143337 7049 2680107 0.0500000 0.0507667 0.9500000 0.9492333
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8188 135017 156906 2530753 0.0495960 0.0506484 0.9504040 0.9493516
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1569 137004 29348 2649466 0.0507488 0.0491676 0.9492512 0.9508324
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8125 128467 158882 2521913 0.0486507 0.0484712 0.9513493 0.9515288
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 10292 126088 201355 2479652 0.0486281 0.0483886 0.9513719 0.9516114
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 381 135860 6915 2674231 0.0522204 0.0483472 0.9477796 0.9516528
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2 B Cell (Memory) B Cell (Memory) 1901 133966 36491 2645029 0.0495155 0.0482066 0.9504845 0.9517934
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1471 130133 29526 2638928 0.0474562 0.0469954 0.9525438 0.9530046
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 9746 119819 199014 2471479 0.0466852 0.0462390 0.9533148 0.9537610
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1616 127764 32240 2638438 0.0477316 0.0461875 0.9522684 0.9538125
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 7593 121706 156871 2513888 0.0461682 0.0461778 0.9538318 0.9538222
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1762 127078 36269 2634949 0.0463306 0.0460090 0.9536694 0.9539910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 78857 7347 5840 1444913 0.9310483 0.0050590 0.0689517 0.9949410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 192823 4509 6533 1333092 0.9672295 0.0033710 0.0327705 0.9966290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 685073 2491 1327 848066 0.9980667 0.0029287 0.0019333 0.9970713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200849 1717 414 1333977 0.9979430 0.0012855 0.0020570 0.9987145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 186814 1260 3444 1345439 0.9818983 0.0009356 0.0181017 0.9990644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 199435 3396 2117 1151696 0.9894965 0.0029400 0.0105035 0.9970600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 604463 1956 961 749264 0.9984127 0.0026038 0.0015873 0.9973962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 67474 2521 4370 1282279 0.9391738 0.0019622 0.0608262 0.9980378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 166577 1680 234 1188153 0.9985972 0.0014120 0.0014028 0.9985880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 179069 1171 3082 1173322 0.9830800 0.0009970 0.0169200 0.9990030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 180958 5442 1697 1220369 0.9907093 0.0044395 0.0092907 0.9955605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 659628 2410 1613 744815 0.9975606 0.0032253 0.0024394 0.9967747
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 66596 2572 7008 1332290 0.9047878 0.0019268 0.0952122 0.9980732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 175254 1615 1979 1229618 0.9888339 0.0013117 0.0111661 0.9986883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 153814 672 480 1253500 0.9968891 0.0005358 0.0031109 0.9994642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 179557 3949 1292 1237113 0.9928559 0.0031820 0.0071441 0.9968180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 668533 1765 1430 750183 0.9978656 0.0023472 0.0021344 0.9976528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 60713 2327 4703 1354168 0.9281063 0.0017155 0.0718937 0.9982845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 152824 1252 2713 1265122 0.9825572 0.0009886 0.0174428 0.9990114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176626 1223 407 1243655 0.9977010 0.0009824 0.0022990 0.9990176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 183211 3037 1170 1217353 0.9936544 0.0024885 0.0063456 0.9975115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 593802 1593 937 808439 0.9984245 0.0019666 0.0015755 0.9980334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 189437 1668 2624 1211042 0.9863377 0.0013754 0.0136623 0.9986246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 63359 1671 3494 1336247 0.9477361 0.0012490 0.0522639 0.9987510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 203722 1028 926 1199095 0.9954752 0.0008566 0.0045248 0.9991434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 664528 23122 9811 817550 0.9854509 0.0275042 0.0145491 0.9724958
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 54436 35718 21784 1403073 0.7141957 0.0248250 0.2858043 0.9751750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 171161 10811 27365 1305674 0.8621591 0.0082120 0.1378409 0.9917880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7665 1681 1306083 0.9916477 0.0058345 0.0083523 0.9941655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 2 CD19 CD19 174892 3320 90 1336709 0.9994857 0.0024776 0.0005143 0.9975224
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 574209 30896 1076 644227 0.9981296 0.0457635 0.0018704 0.9542365
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 15575 30900 34123 1169810 0.3133929 0.0257348 0.6866071 0.9742652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 164628 18436 2015 1065329 0.9879083 0.0170111 0.0120917 0.9829889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 154235 12835 30910 1052428 0.8330498 0.0120487 0.1669502 0.9879513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 128397 2573 349 1119089 0.9972892 0.0022939 0.0027108 0.9977061
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 35716 85394 19894 1167089 0.6422586 0.0681798 0.3577414 0.9318202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 632867 31659 1798 641769 0.9971670 0.0470117 0.0028330 0.9529883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 148955 25474 3405 1130259 0.9776516 0.0220414 0.0223484 0.9779586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 2 CD19 CD19 159278 5580 49 1143186 0.9996925 0.0048574 0.0003075 0.9951426
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 85896 316 84704 1137177 0.5034936 0.0002778 0.4965064 0.9997222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174277 23242 2651 1191970 0.9850165 0.0191259 0.0149835 0.9808741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 51660 19460 11337 1309683 0.8200390 0.0146410 0.1799610 0.9853590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 2 CD19 CD19 172981 17182 124 1201853 0.9992837 0.0140948 0.0007163 0.9859052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 657296 7303 10635 716906 0.9840777 0.0100841 0.0159223 0.9899159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 173380 8381 7191 1203188 0.9601763 0.0069175 0.0398237 0.9930825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 572503 16187 13009 786542 0.9777818 0.0201650 0.0222182 0.9798350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 202449 15718 2185 1167889 0.9893224 0.0132797 0.0106776 0.9867203
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 48303 15514 11666 1312758 0.8054662 0.0116798 0.1945338 0.9883202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 180303 11446 4070 1192422 0.9779252 0.0095077 0.0220748 0.9904923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 2 CD19 CD19 162007 3950 76 1222208 0.9995311 0.0032214 0.0004689 0.9967786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 682075 16003 4325 834554 0.9936990 0.0188147 0.0063010 0.9811853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 191575 23822 7781 1313779 0.9609693 0.0178095 0.0390307 0.9821905
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 47280 9092 37417 1443168 0.5582252 0.0062606 0.4417748 0.9937394
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 200641 6078 622 1329616 0.9969095 0.0045504 0.0030905 0.9954496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 174652 5503 331 1356471 0.9981084 0.0040405 0.0018916 0.9959595
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 603598 24988 1826 726232 0.9969839 0.0332632 0.0030161 0.9667368
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 194049 36941 7503 1118151 0.9627739 0.0319810 0.0372261 0.9680190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 12096 8039 59748 1276761 0.1683648 0.0062570 0.8316352 0.9937430
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 176866 5016 5285 1169477 0.9709856 0.0042708 0.0290144 0.9957292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 165242 2028 1569 1187805 0.9905941 0.0017044 0.0094059 0.9982956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 654995 10138 6246 737087 0.9905541 0.0135675 0.0094459 0.9864325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 60900 15387 12704 1319475 0.8274007 0.0115270 0.1725993 0.9884730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 179850 9851 2805 1215960 0.9846432 0.0080363 0.0153568 0.9919637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 149292 7775 5002 1246397 0.9675814 0.0061993 0.0324186 0.9938007
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 155279 5018 21954 1226215 0.8761292 0.0040756 0.1238708 0.9959244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 177119 42366 3730 1198696 0.9793751 0.0341369 0.0206249 0.9658631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 659063 14952 10900 736996 0.9837304 0.0198844 0.0162696 0.9801156
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 148751 24213 6786 1242161 0.9563705 0.0191199 0.0436295 0.9808801
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 14309 8787 51107 1347708 0.2187385 0.0064777 0.7812615 0.9935223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 167883 1251 5230 1247547 0.9697885 0.0010018 0.0302115 0.9989982
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 179634 43464 4747 1176926 0.9742544 0.0356148 0.0257456 0.9643852
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 585559 10060 9180 799972 0.9845647 0.0124193 0.0154353 0.9875807
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 186161 11564 5900 1201146 0.9692806 0.0095357 0.0307194 0.9904643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 14247 9823 52606 1328095 0.2131094 0.0073420 0.7868906 0.9926580
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 201235 3215 3413 1196908 0.9833226 0.0026789 0.0166774 0.9973211
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 167295 34146 15248 1258041 0.9164690 0.0264250 0.0835310 0.9735750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 173899 31002 11891 1257938 0.9359976 0.0240523 0.0640024 0.9759477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 657943 15646 14564 786577 0.9783437 0.0195033 0.0216563 0.9804967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 19172 20631 45801 1389126 0.2950764 0.0146344 0.7049236 0.9853656
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 2 CD19 CD19 169325 4119 3701 1297585 0.9786102 0.0031643 0.0213898 0.9968357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 4 CD4 CD4 595828 39900 4994 636732 0.9916881 0.0589685 0.0083119 0.9410315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 168368 53105 10376 1045605 0.9419505 0.0483340 0.0580495 0.9516660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 13115 23011 42776 1198552 0.2346532 0.0188373 0.7653468 0.9811627
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 116549 12365 36593 1111947 0.7610518 0.0109978 0.2389482 0.9890022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 135566 1982 28291 1111615 0.8273434 0.0017798 0.1726566 0.9982202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 4 CD4 CD4 650321 119789 5283 561592 0.9919418 0.1758033 0.0080582 0.8241967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 123868 24484 45925 1142708 0.7295236 0.0209768 0.2704764 0.9790232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 126155 20307 28833 1161690 0.8139662 0.0171802 0.1860338 0.9828198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 13150 12176 40907 1270752 0.2432617 0.0094908 0.7567383 0.9905092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 137982 2443 15966 1180594 0.8962897 0.0020650 0.1037103 0.9979350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 4 CD4 CD4 653178 115751 10409 586947 0.9843140 0.1647237 0.0156860 0.8352763
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 104553 21864 44515 1195353 0.7013779 0.0179623 0.2986221 0.9820377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 121788 19183 36126 1189188 0.7712299 0.0158751 0.2287701 0.9841249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 17004 17851 35598 1295832 0.3232577 0.0135885 0.6767423 0.9864115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 159172 4464 11547 1191102 0.9323625 0.0037338 0.0676375 0.9962662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 173136 37490 10829 1085526 0.9411355 0.0333833 0.0588645 0.9666167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 4 CD4 CD4 574512 18374 8367 705728 0.9856454 0.0253749 0.0143546 0.9746251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 125876 18790 12661 1149654 0.9086093 0.0160812 0.0913907 0.9839188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 11428 12565 29892 1253096 0.2765731 0.0099276 0.7234269 0.9900724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 151592 3615 7200 1144574 0.9546577 0.0031484 0.0453423 0.9968516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5 CD8 CD8 33344 223750 166012 1113851 0.1672586 0.1672771 0.8327414 0.8327229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 29123 227784 145860 1134190 0.1664333 0.1672455 0.8335667 0.8327545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 13955 240986 70742 1211274 0.1647638 0.1659386 0.8352362 0.8340614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 33377 193426 168175 961666 0.1655999 0.1674551 0.8344001 0.8325449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 30323 196486 151828 978007 0.1664718 0.1672943 0.8335282 0.8327057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 26025 211522 129512 1054852 0.1673235 0.1670296 0.8326765 0.8329704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 111009 124968 558954 626980 0.1656942 0.1661923 0.8343058 0.8338077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 31930 202932 160131 1009778 0.1662493 0.1673376 0.8337507 0.8326624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5 CD8 CD8 30916 204177 153465 1016213 0.1676745 0.1673047 0.8323255 0.8326953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 99091 135520 495648 674512 0.1666126 0.1673020 0.8333874 0.8326980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 11163 223695 55690 1114223 0.1669783 0.1671963 0.8330217 0.8328037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 26914 206254 135175 1036428 0.1660446 0.1659749 0.8339554 0.8340251
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 142903 15424 5209 3641314 0.9648307 0.0042180 0.0351693 0.9957820
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 4 CD4 CD4 1495284 7504 1763 2300299 0.9988223 0.0032516 0.0011777 0.9967484
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 479364 3958 9625 3311903 0.9803165 0.0011937 0.0196835 0.9988063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 913573 2997 1825 2886455 0.9980063 0.0010372 0.0019937 0.9989628
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 330905 2954 14111 3456880 0.9591004 0.0008538 0.0408996 0.9991462
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 357555 19287 6869 3572726 0.9811511 0.0053694 0.0188489 0.9946306
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 1669674 11260 11151 2264352 0.9933658 0.0049481 0.0066342 0.9950519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 159163 16555 25624 3755095 0.8613322 0.0043893 0.1386678 0.9956107
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 849363 4925 948 3101201 0.9988851 0.0015856 0.0011149 0.9984144
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 455080 3205 10843 3487309 0.9767279 0.0009182 0.0232721 0.9990818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 333301 25322 1814 3510724 0.9945869 0.0071611 0.0054131 0.9928389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 1564958 5855 4827 2295521 0.9969251 0.0025441 0.0030749 0.9974559
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 473657 5872 7440 3384192 0.9845353 0.0017321 0.0154647 0.9982679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 149483 4166 27927 3689585 0.8425850 0.0011279 0.1574150 0.9988721
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 899771 2565 1652 2967173 0.9981673 0.0008637 0.0018327 0.9991363
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 1626731 7116 2451 2271053 0.9984956 0.0031236 0.0015044 0.9968764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 338958 10409 4796 3553188 0.9860482 0.0029209 0.0139518 0.9970791
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 156282 5825 13433 3731811 0.9208497 0.0015585 0.0791503 0.9984415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 889887 4126 1396 3011942 0.9984337 0.0013680 0.0015663 0.9986320
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 473704 3804 9844 3419999 0.9796421 0.0011110 0.0203579 0.9988890
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 347273 11834 6480 3613211 0.9816821 0.0032645 0.0183179 0.9967355
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 1653997 6063 4219 2314519 0.9974557 0.0026127 0.0025443 0.9973873
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 167430 8244 15155 3787969 0.9169976 0.0021716 0.0830024 0.9978284
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 474094 5299 7825 3491580 0.9837628 0.0015154 0.0162372 0.9984846
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 881293 2945 1738 3092822 0.9980318 0.0009513 0.0019682 0.9990487
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 1458812 38748 27044 2243759 0.9817990 0.0169761 0.0182010 0.9830239
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 120009 46165 20291 3581898 0.8553742 0.0127244 0.1446258 0.9872756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 882758 31537 18302 2835766 0.9796884 0.0109988 0.0203116 0.9890012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 324968 25817 19184 3398394 0.9442572 0.0075395 0.0557428 0.9924605
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 2 CD19 CD19 408901 9111 1353 3348998 0.9967020 0.0027131 0.0032980 0.9972869
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 1580587 63674 44054 2101008 0.9728839 0.0294149 0.0271161 0.9705851
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 329437 88804 24100 3346982 0.9318317 0.0258468 0.0681683 0.9741532
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 29076 59189 124836 3576222 0.1889131 0.0162812 0.8110869 0.9837188
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 847018 43948 2035 2896322 0.9976032 0.0149469 0.0023968 0.9850531
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 407951 19855 996 3360521 0.9975645 0.0058736 0.0024355 0.9941264
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 319465 105150 6456 3155241 0.9801915 0.0322507 0.0198085 0.9677493
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 890475 64988 7477 2623372 0.9916733 0.0241738 0.0083267 0.9758262
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 1443311 44619 29584 2068798 0.9799144 0.0211123 0.0200856 0.9788877
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 18952 30795 132445 3404120 0.1251808 0.0089653 0.8748192 0.9910347
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 400468 7569 2895 3175380 0.9928228 0.0023780 0.0071772 0.9976220
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 319566 69353 9788 3275684 0.9702812 0.0207331 0.0297188 0.9792669
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 885496 53420 5095 2730380 0.9942791 0.0191896 0.0057209 0.9808104
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 1590394 32359 9893 2041745 0.9938180 0.0156014 0.0061820 0.9843986
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 62046 16770 68153 3527422 0.4765474 0.0047317 0.5234526 0.9952683
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 384680 7748 1947 3280016 0.9949641 0.0023566 0.0050359 0.9976434
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 340704 106866 2170 3244300 0.9936711 0.0318892 0.0063289 0.9681108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 31329 94298 105664 3462749 0.2286905 0.0265102 0.7713095 0.9734898
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 877684 52149 2328 2761879 0.9973546 0.0185318 0.0026454 0.9814682
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 1467363 25510 100122 2101045 0.9361257 0.0119959 0.0638743 0.9880041
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 416543 21383 2000 3254114 0.9952215 0.0065282 0.0047785 0.9934718
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 1491580 61071 5467 2246732 0.9963481 0.0264628 0.0036519 0.9735372
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 906614 42712 8784 2846740 0.9904042 0.0147820 0.0095958 0.9852180
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 408849 29527 80140 3286334 0.8361108 0.0089048 0.1638892 0.9910952
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 100093 28507 48019 3628231 0.6757926 0.0077957 0.3242074 0.9922043
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 324409 16148 20607 3443686 0.9402723 0.0046673 0.0597277 0.9953327
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 1672214 187568 8611 2088044 0.9948769 0.0824253 0.0051231 0.9175747
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 257313 78776 107111 3513237 0.7060814 0.0219309 0.2939186 0.9780691
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 443878 41580 22045 3448934 0.9526853 0.0119123 0.0473147 0.9880877
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 13002 11692 171785 3759958 0.0703621 0.0031000 0.9296379 0.9969000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 402860 6946 7307 3539324 0.9821853 0.0019587 0.0178147 0.9980413
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 1557169 66985 12616 2234391 0.9919632 0.0291065 0.0080368 0.9708935
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 308545 41871 26570 3494175 0.9207138 0.0118412 0.0792862 0.9881588
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 446617 29866 34480 3360198 0.9283305 0.0088099 0.0716695 0.9911901
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 111284 31885 66126 3661866 0.6272702 0.0086321 0.3727298 0.9913679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 378776 10624 27555 3454206 0.9321858 0.0030662 0.0678142 0.9969338
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 1601054 31769 28128 2246400 0.9827349 0.0139450 0.0172651 0.9860550
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 449686 43855 33862 3379948 0.9299718 0.0128089 0.0700282 0.9871911
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 126108 23636 43607 3714000 0.7430575 0.0063238 0.2569425 0.9936762
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 327992 20633 15762 3542964 0.9541474 0.0057899 0.0458526 0.9942101
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 381898 20212 7971 3497270 0.9795547 0.0057462 0.0204453 0.9942538
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 342858 129989 10895 3495056 0.9692017 0.0358586 0.0307983 0.9641414
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 1642063 59472 16153 2261110 0.9902588 0.0256281 0.0097412 0.9743719
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 448138 34548 33781 3462331 0.9299032 0.0098797 0.0700968 0.9901203
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 878490 25276 4541 3070491 0.9948575 0.0081647 0.0051425 0.9918353
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 402683 8937 16611 3550567 0.9603834 0.0025107 0.0396166 0.9974893
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 416839 159317 49962 2989145 0.8929694 0.0506015 0.1070306 0.9493985
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 4 CD4 CD4 1479261 88451 9574 2037977 0.9935695 0.0415960 0.0064305 0.9584040
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 43319 82250 75573 3414121 0.3643559 0.0235244 0.6356441 0.9764756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 170991 29907 92843 3321522 0.6481007 0.0089237 0.3518993 0.9910763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 774381 12828 113631 2714423 0.8720389 0.0047036 0.1279611 0.9952964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 319189 112872 32887 3363580 0.9065912 0.0324676 0.0934088 0.9675324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 1616569 59347 40617 2111995 0.9754904 0.0273319 0.0245096 0.9726681
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 369915 59217 62617 3336779 0.8552315 0.0174373 0.1447685 0.9825627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 24021 45782 146520 3612205 0.1408518 0.0125156 0.8591482 0.9874844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 777930 34123 32763 2983712 0.9595864 0.0113071 0.0404136 0.9886929
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 4 CD4 CD4 1528212 91830 22668 1986818 0.9853838 0.0441778 0.0146162 0.9558222
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 354967 77335 87142 3110084 0.8028948 0.0242626 0.1971052 0.9757374
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 206434 54927 49557 3318610 0.8064112 0.0162817 0.1935888 0.9837183
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 830054 42573 30970 2725931 0.9640312 0.0153776 0.0359688 0.9846224
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 32289 39654 96322 3461263 0.2510594 0.0113267 0.7489406 0.9886733
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 4 CD4 CD4 1601054 83935 15260 2017981 0.9905588 0.0399326 0.0094412 0.9600674
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 397323 125066 61128 3134713 0.8666640 0.0383664 0.1333360 0.9616336
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 242658 55149 33826 3386597 0.8776566 0.0160236 0.1223434 0.9839764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 764875 21659 95021 2836675 0.8894971 0.0075775 0.1105029 0.9924225
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 22971 15861 100122 3579276 0.1866150 0.0044118 0.8133850 0.9955882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 4 CD4 CD4 1621209 137065 22286 2012195 0.9864399 0.0637731 0.0135601 0.9362269
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 285783 170052 36295 3300625 0.8873099 0.0489968 0.1126901 0.9510032
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 343084 128839 108380 3212452 0.7599366 0.0385596 0.2400634 0.9614404
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 31685 39490 120804 3600776 0.2077855 0.0108481 0.7922145 0.9891519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 679837 13478 141276 2958164 0.8279457 0.0045355 0.1720543 0.9954645
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 152533 484901 762865 2404551 0.1666303 0.1678176 0.8333697 0.8321824
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 68280 568065 342008 2826497 0.1664197 0.1673456 0.8335803 0.8326544
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3 CD3+ CD3+ 24840 609950 123272 3046788 0.1677109 0.1668017 0.8322891 0.8331983
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 81173 553023 407816 2762838 0.1660017 0.1667811 0.8339983 0.8332189
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 57281 575774 287735 2884060 0.1660242 0.1664167 0.8339758 0.8335833
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 2 CD19 CD19 68884 593729 341283 2952541 0.1679414 0.1674235 0.8320586 0.8325765
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 30832 630751 153955 3140899 0.1668516 0.1672348 0.8331484 0.8327652
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 77439 582878 388484 2907636 0.1662056 0.1669892 0.8337944 0.8330108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 141798 517864 708513 2588262 0.1667602 0.1667234 0.8332398 0.8332766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 60468 597665 303956 2994348 0.1659276 0.1663872 0.8340724 0.8336128
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 2 CD19 CD19 68246 580146 338085 2884684 0.1679567 0.1674385 0.8320433 0.8325615
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 29638 617726 147772 3076025 0.1670594 0.1672354 0.8329406 0.8327646
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 150481 495440 750942 2474298 0.1669372 0.1668295 0.8330628 0.8331705
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 55630 588450 279485 2947596 0.1660027 0.1664147 0.8339973 0.8335853
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 262337 382968 1307448 1918408 0.1671165 0.1664083 0.8328835 0.8335917
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 148528 505901 742755 2510167 0.1666452 0.1677353 0.8333548 0.8322647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 57532 595888 286222 2967709 0.1673639 0.1672153 0.8326361 0.8327847
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 2 CD19 CD19 65335 586596 324534 2930886 0.1675819 0.1667659 0.8324181 0.8332341
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 28247 623189 141468 3114447 0.1664379 0.1667335 0.8335621 0.8332665
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 271257 378821 1357925 1899348 0.1664989 0.1662831 0.8335011 0.8337169
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5 CD8 CD8 59588 606809 294165 3018236 0.1684452 0.1673935 0.8315548 0.8326065
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 69751 595589 349543 2963915 0.1663534 0.1673236 0.8336466 0.8326764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 276354 387700 1381862 1932882 0.1666574 0.1670702 0.8333426 0.8329298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 79998 583409 401921 2913470 0.1659989 0.1668371 0.8340011 0.8331629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 30452 631308 152133 3164905 0.1667826 0.1662994 0.8332174 0.8337006
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630759 13569 3344 16018056 0.9947264 0.0008464 0.0052736 0.9991536
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041746 8703 1745 15613534 0.9983277 0.0005571 0.0016723 0.9994429
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1385011 5826 1816 15273075 0.9986905 0.0003813 0.0013095 0.9996187
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056849 4908 428 15603543 0.9995952 0.0003144 0.0004048 0.9996856
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 101786 4770 1021 16558151 0.9900688 0.0002880 0.0099312 0.9997120
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041612 10538 1578 15618053 0.9984873 0.0006743 0.0015127 0.9993257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630454 8085 3494 16029748 0.9944885 0.0005041 0.0055115 0.9994959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1386359 7136 911 15277375 0.9993433 0.0004669 0.0006567 0.9995331
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 472856 6285 4696 16187944 0.9901665 0.0003881 0.0098335 0.9996119
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056943 5649 1133 15608056 0.9989292 0.0003618 0.0010708 0.9996382
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 998802 3109 615 15025860 0.9993846 0.0002069 0.0006154 0.9997931
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 608209 1048 231 15418898 0.9996203 0.0000680 0.0003797 0.9999320
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1333133 783 249 14694221 0.9998133 0.0000533 0.0001867 0.9999467
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 98530 823 78 15928955 0.9992090 0.0000517 0.0007910 0.9999483
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 457566 793 1716 15568311 0.9962637 0.0000509 0.0037363 0.9999491
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1012057 4268 850 15146781 0.9991608 0.0002817 0.0008392 0.9997183
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461188 1310 682 15700776 0.9985234 0.0000834 0.0014766 0.9999166
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614619 1155 240 15547942 0.9996097 0.0000743 0.0003903 0.9999257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1344324 905 281 14818446 0.9997910 0.0000611 0.0002090 0.9999389
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464602 852 345 15698157 0.9992580 0.0000543 0.0007420 0.9999457
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1006613 3710 507 15103550 0.9994966 0.0002456 0.0005034 0.9997544
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461316 908 719 15651437 0.9984438 0.0000580 0.0015562 0.9999420
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464431 848 208 15648893 0.9995523 0.0000542 0.0004477 0.9999458
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611475 602 182 15502121 0.9997024 0.0000388 0.0002976 0.9999612
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 440548 452 139 15673241 0.9996846 0.0000288 0.0003154 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 993502 74542 41625 15100178 0.9597875 0.0049122 0.0402125 0.9950878
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1350976 57882 24047 14776942 0.9825116 0.0039018 0.0174884 0.9960982
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 77 51290 620 16157860 0.1104735 0.0031643 0.8895265 0.9968357
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 16570 44841 12128 16136308 0.5773922 0.0027712 0.4226078 0.9972288
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 34609 37257 3631 16134350 0.9050471 0.0023039 0.0949529 0.9976961
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1348024 52887 28371 14858581 0.9793875 0.0035467 0.0206125 0.9964533
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 22184 36447 26517 16202715 0.4555143 0.0022444 0.5444857 0.9977556
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 419584 32104 6320 15829855 0.9851610 0.0020240 0.0148390 0.9979760
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 625212 30266 5380 15627005 0.9914683 0.0019330 0.0085317 0.9980670
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 243 30907 701 16256012 0.2574153 0.0018977 0.7425847 0.9981023
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1286848 39954 16528 14331299 0.9873191 0.0027801 0.0126809 0.9972199
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 37909 32981 6791 15596948 0.8480761 0.0021101 0.1519239 0.9978899
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 276 29758 654 15643941 0.2967742 0.0018986 0.7032258 0.9981014
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589732 20395 4086 15060416 0.9931191 0.0013524 0.0068809 0.9986476
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 952591 18017 35284 14668737 0.9642829 0.0012268 0.0357171 0.9987732
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 948011 59714 26994 14699773 0.9723140 0.0040458 0.0276860 0.9959542
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1305228 47802 22521 14358941 0.9830382 0.0033180 0.0169618 0.9966820
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 596247 20742 4847 15112656 0.9919364 0.0013706 0.0080636 0.9986294
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17004 21403 10697 15685388 0.6138407 0.0013627 0.3861593 0.9986373
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 17777 20167 25979 15670569 0.4062757 0.0012853 0.5937243 0.9987147
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 33385 129892 14370 15359150 0.6990891 0.0083861 0.3009109 0.9916139
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1291733 45400 11052 14188612 0.9915166 0.0031895 0.0084834 0.9968105
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402996 38503 13881 15081417 0.9667024 0.0025465 0.0332976 0.9974535
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17697 38730 1347 15479023 0.9292691 0.0024959 0.0707309 0.9975041
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 778615 27744 132077 14598361 0.8549707 0.0018969 0.1450293 0.9981031
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1381896 51351 4931 15227550 0.9964444 0.0033609 0.0035556 0.9966391
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 52555 24791 859 16587523 0.9839181 0.0014923 0.0160819 0.9985077
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1 /Granulocytes /Granulocytes 10038225 7716 7155 6612632 0.9992877 0.0011655 0.0007123 0.9988345
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1022681 18136 20810 15604101 0.9800573 0.0011609 0.0199427 0.9988391
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 468060 14163 9009 16174496 0.9811159 0.0008749 0.0188841 0.9991251
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1036906 37326 6284 15591265 0.9939762 0.0023883 0.0060238 0.9976117
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1 /Granulocytes /Granulocytes 10042684 10309 6446 6612342 0.9993586 0.0015566 0.0006414 0.9984434
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 452574 24537 4167 16190503 0.9908767 0.0015132 0.0091233 0.9984868
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 101621 20556 1201 16548403 0.9883196 0.0012406 0.0116804 0.9987594
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1368553 18334 18717 15266177 0.9865080 0.0011995 0.0134920 0.9988005
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 999292 39811 16495 14972788 0.9837614 0.0026518 0.0162386 0.9973482
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140560 16976 650 15870200 0.9953969 0.0010685 0.0046031 0.9989315
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1 /Granulocytes /Granulocytes 9664958 5799 2268 6355361 0.9997654 0.0009116 0.0002346 0.9990884
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 94021 12400 920 15921045 0.9903098 0.0007782 0.0096902 0.9992218
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 450262 11396 11088 15555640 0.9759662 0.0007321 0.0240338 0.9992679
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1018030 28058 4767 15113101 0.9953393 0.0018531 0.0046607 0.9981469
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 460273 21132 4674 15677877 0.9899472 0.0013461 0.0100528 0.9986539
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1 /Granulocytes /Granulocytes 9743034 6237 5134 6409551 0.9994733 0.0009721 0.0005267 0.9990279
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 98703 10070 1040 16054143 0.9895732 0.0006269 0.0104268 0.9993731
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 43389 10074 602 16109891 0.9863154 0.0006249 0.0136846 0.9993751
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1004602 24354 2518 15082906 0.9974998 0.0016121 0.0025002 0.9983879
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1 /Granulocytes /Granulocytes 9714384 8295 1030 6390671 0.9998940 0.0012963 0.0001060 0.9987037
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1012189 12112 11913 15078166 0.9883674 0.0008026 0.0116326 0.9991974
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1331457 11296 8278 14763349 0.9938212 0.0007646 0.0061788 0.9992354
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 437504 11590 3183 15662103 0.9927772 0.0007395 0.0072228 0.9992605
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 930663 89941 67985 15373663 0.9319230 0.0058163 0.0680770 0.9941837
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 424758 77033 23754 15936707 0.9470382 0.0048104 0.0529618 0.9951896
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 992637 51593 40419 15377603 0.9608743 0.0033439 0.0391257 0.9966561
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 85311 50181 8205 16318555 0.9122610 0.0030657 0.0877390 0.9969343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614243 44406 18579 15785024 0.9706410 0.0028053 0.0293590 0.9971947
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 967396 82707 58565 15415673 0.9429169 0.0053365 0.0570831 0.9946635
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1003277 53688 34802 15432574 0.9664746 0.0034668 0.0335254 0.9965332
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 12038 52469 36571 16423263 0.2476496 0.0031846 0.7523504 0.9968154
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 458761 31778 15803 16017999 0.9667000 0.0019800 0.0333000 0.9980200
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146242 23864 178 16354057 0.9987843 0.0014571 0.0012157 0.9985429
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 945427 56914 33557 14836652 0.9657226 0.0038214 0.0342774 0.9961786
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 956302 55352 38354 14822542 0.9614399 0.0037204 0.0385601 0.9962796
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 443189 36903 13699 15378759 0.9700167 0.0023939 0.0299833 0.9976061
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402475 30059 28016 15412000 0.9349208 0.0019466 0.0650792 0.9980534
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140629 25418 172 15706331 0.9987784 0.0016157 0.0012216 0.9983843
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 922495 57807 49056 14952875 0.9495075 0.0038511 0.0504925 0.9961489
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969377 55512 33911 14923433 0.9662001 0.0037060 0.0337999 0.9962940
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 407755 41035 25896 15507547 0.9402838 0.0026391 0.0597162 0.9973609
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 80641 35403 9643 15856546 0.8931926 0.0022277 0.1068074 0.9977723
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 445766 30001 13517 15492949 0.9705693 0.0019327 0.0294307 0.9980673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 944162 67369 42125 14903229 0.9572893 0.0045001 0.0427107 0.9954999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969419 48371 33617 14905478 0.9664848 0.0032347 0.0335152 0.9967653
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 15702 33056 28356 15879771 0.3563938 0.0020773 0.6436062 0.9979227
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 442914 30952 15925 15467094 0.9652928 0.0019972 0.0347072 0.9980028
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141433 23201 184 15792067 0.9987007 0.0014670 0.0012993 0.9985330
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 37216 562997 1006275 15059240 0.0356649 0.0360382 0.9643351 0.9639618
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 38174 561510 1019103 15046941 0.0361060 0.0359747 0.9638940 0.9640253
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 848 598444 23589 16042847 0.0347015 0.0359614 0.9652985 0.9640386
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 253 598722 7306 16059447 0.0334700 0.0359416 0.9665300 0.9640584
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 17155 581640 459914 15607019 0.0359592 0.0359289 0.9640408 0.9640711
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 36044 543840 1007146 15084751 0.0345517 0.0347978 0.9654483 0.9652022
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1917 577796 51730 16040338 0.0357336 0.0347690 0.9642664 0.9652310
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 176 578879 5092 16087634 0.0334093 0.0347331 0.9665907 0.9652669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3630 575314 99192 15993645 0.0353037 0.0347224 0.9646963 0.9652776
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21901 556308 612047 15481525 0.0345470 0.0346872 0.9654530 0.9653128
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46461 511012 1286921 14183992 0.0348445 0.0347745 0.9651555 0.9652255
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15322 541938 423923 15047203 0.0348826 0.0347638 0.9651174 0.9652362
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 301 556328 8331 15463426 0.0348703 0.0347276 0.9651297 0.9652724
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 804 555786 22890 15448906 0.0339326 0.0347264 0.9660674 0.9652736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21142 535130 587298 14884816 0.0347479 0.0347038 0.9652521 0.9652962
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21083 540861 593776 15008236 0.0342892 0.0347841 0.9657108 0.9652159
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35820 526347 986977 14614812 0.0350216 0.0347627 0.9649784 0.9652373
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1700 559754 46327 15556175 0.0353968 0.0347330 0.9646032 0.9652670
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3527 557740 96216 15506473 0.0353609 0.0347194 0.9646391 0.9652806
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46816 514191 1297789 14305160 0.0348177 0.0346973 0.9651823 0.9653027
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35533 524870 988569 14565408 0.0346967 0.0347820 0.9653033 0.9652180
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3451 556958 95804 15458167 0.0347690 0.0347770 0.9652310 0.9652230
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 814 558910 22335 15532321 0.0351635 0.0347338 0.9648365 0.9652662
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1049 558460 27110 15527761 0.0372527 0.0347167 0.9627473 0.9652833
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21246 538158 590411 14964565 0.0347352 0.0347138 0.9652648 0.9652862
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 15 ungated ungated 105998 60152 12890 12311 0.8915786 0.8301064 0.1084214 0.1698936
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3872 3999 14259 169221 0.2135569 0.0230862 0.7864431 0.9769138
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 3373 3585 8947 175446 0.2737825 0.0200245 0.7262175 0.9799755
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 2315 2473 10890 175673 0.1753124 0.0138819 0.8246876 0.9861181
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-1 run0 10 Monocytes Monocytes 2368 2418 13743 172822 0.1469803 0.0137982 0.8530197 0.9862018
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 15 ungated ungated 33020 22253 9535 9468 0.7759370 0.7015227 0.2240630 0.2984773
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 4254 4259 3981 61782 0.5165756 0.0644902 0.4834244 0.9355098
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1621 1630 2579 68446 0.3859524 0.0232605 0.6140476 0.9767395
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 10 Monocytes Monocytes 1524 1541 3464 67747 0.3055333 0.0222405 0.6944667 0.9777595
dataset_name-Levine_seed-420_sub-sampling-10000 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 1339 1343 5564 66030 0.1939736 0.0199338 0.8060264 0.9800662
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17772 28753 315 134871 0.9825842 0.1757261 0.0174158 0.8242739
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 10 Monocytes Monocytes 16053 22649 7 143002 0.9995641 0.1367272 0.0004359 0.8632728
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13083 19132 101 149395 0.9923392 0.1135248 0.0076608 0.8864752
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11642 15066 367 154636 0.9694396 0.0887792 0.0305604 0.9112208
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3287 6311 41 172072 0.9876803 0.0353789 0.0123197 0.9646211
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8224 9782 11 55303 0.9986642 0.1502958 0.0013358 0.8497042
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6893 8030 10 58387 0.9985514 0.1209028 0.0014486 0.8790972
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 10 Monocytes Monocytes 4874 7056 111 61279 0.9777332 0.1032560 0.0222668 0.8967440
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4184 4681 16 64439 0.9961905 0.0677228 0.0038095 0.9322772
dataset_name-Levine_seed-420_sub-sampling-10000 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2774 3552 7 66987 0.9974829 0.0503551 0.0025171 0.9496449
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 15 ungated ungated 101706 58645 17182 13818 0.8554774 0.8093096 0.1445226 0.1906904
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 10 Monocytes Monocytes 6001 7319 10110 167921 0.3724784 0.0417656 0.6275216 0.9582344
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 2777 3634 10428 174512 0.2102991 0.0203990 0.7897009 0.9796010
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 2490 2600 9830 176431 0.2021104 0.0145226 0.7978896 0.9854774
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1026 1716 1576 187033 0.3943121 0.0090914 0.6056879 0.9909086
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 15 ungated ungated 29055 20085 13500 11636 0.6827635 0.6331768 0.3172365 0.3668232
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 5225 5547 1678 61826 0.7569173 0.0823327 0.2430827 0.9176673
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 10 Monocytes Monocytes 2682 3772 2306 65516 0.5376905 0.0544394 0.4623095 0.9455606
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 2397 2583 1803 67493 0.5707143 0.0368600 0.4292857 0.9631400
dataset_name-Levine_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 436 788 793 72259 0.3547600 0.0107876 0.6452400 0.9892124
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 15 ungated ungated 55142 28171 40756 28258 0.5750068 0.4992291 0.4249932 0.5007709
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 9 Mature_B_cells Mature_B_cells 8087 11811 2408 130021 0.7705574 0.0832746 0.2294426 0.9167254
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 10 Monocytes Monocytes 6754 9527 5996 130050 0.5297255 0.0682562 0.4702745 0.9317438
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3877 5342 5940 137168 0.3949272 0.0374851 0.6050728 0.9625149
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1603 3541 837 146346 0.6569672 0.0236245 0.3430328 0.9763755
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 15 ungated ungated 10150 5800 21032 16835 0.3255083 0.2562403 0.6744917 0.7437597
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 10 Monocytes Monocytes 4072 6682 306 42757 0.9301051 0.1351565 0.0698949 0.8648435
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2851 3067 1681 46218 0.6290821 0.0622299 0.3709179 0.9377701
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2743 3022 1402 46650 0.6617612 0.0608391 0.3382388 0.9391609
dataset_name-Levine_seed-420_sub-sampling-10000 lda num-2 run0 9 Mature_B_cells Mature_B_cells 2446 2637 819 47915 0.7491577 0.0521641 0.2508423 0.9478359
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-420_sub-sampling-10000 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-420_sub-sampling-10000 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 15 ungated ungated 106036 59885 12852 12578 0.8918983 0.8264218 0.1081017 0.1735782
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3855 3936 14276 169284 0.2126193 0.0227225 0.7873807 0.9772775
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 3700 3828 8620 175203 0.3003247 0.0213818 0.6996753 0.9786182
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 3456 3494 9749 174652 0.2617190 0.0196131 0.7382810 0.9803869
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-1 run0 10 Monocytes Monocytes 1195 1207 14916 174033 0.0741729 0.0068877 0.9258271 0.9931123
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 15 ungated ungated 31606 20834 10949 10887 0.7427094 0.6567889 0.2572906 0.3432111
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 4009 4016 4226 62025 0.4868245 0.0608107 0.5131755 0.9391893
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 1862 1872 5041 65501 0.2697378 0.0277856 0.7302622 0.9722144
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 10 Monocytes Monocytes 1722 1733 3266 67555 0.3452285 0.0250115 0.6547715 0.9749885
dataset_name-Levine_seed-420_sub-sampling-100000 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1665 1673 2535 68403 0.3964286 0.0238741 0.6035714 0.9761259
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17771 28541 322 135379 0.9822031 0.1741154 0.0177969 0.8258846
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 10 Monocytes Monocytes 16082 22548 6 143377 0.9996271 0.1358927 0.0003729 0.8641073
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13161 19451 35 149366 0.9973477 0.1152194 0.0026523 0.8847806
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11607 15049 409 154948 0.9659621 0.0885251 0.0340379 0.9114749
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3266 5850 54 172843 0.9837349 0.0327377 0.0162651 0.9672623
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8217 9760 18 54948 0.9978142 0.1508314 0.0021858 0.8491686
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 10 Monocytes Monocytes 4955 8191 33 59764 0.9933841 0.1205356 0.0066159 0.8794644
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6880 7906 23 58134 0.9966681 0.1197153 0.0033319 0.8802847
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4192 4720 8 64023 0.9980952 0.0686615 0.0019048 0.9313385
dataset_name-Levine_seed-420_sub-sampling-100000 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2760 3342 11 66830 0.9960303 0.0476258 0.0039697 0.9523742
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 15 ungated ungated 106561 61387 12327 11076 0.8963142 0.8471496 0.1036858 0.1528504
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 10 Monocytes Monocytes 5169 5519 10942 169721 0.3208367 0.0314940 0.6791633 0.9685060
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 2673 3176 10532 174970 0.2024233 0.0178281 0.7975767 0.9821719
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 2741 2965 9579 176066 0.2224838 0.0165614 0.7775162 0.9834386
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 239 345 1539 189228 0.1344207 0.0018199 0.8655793 0.9981801
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 15 ungated ungated 18698 8867 23857 22854 0.4393843 0.2795309 0.5606157 0.7204691
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 6590 6637 1645 59404 0.8002429 0.1004982 0.1997571 0.8995018
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 6442 6626 461 60747 0.9332174 0.0983480 0.0667826 0.9016520
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 10 Monocytes Monocytes 3662 4062 1326 65226 0.7341620 0.0586249 0.2658380 0.9413751
dataset_name-Levine_seed-420_sub-sampling-100000 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 3418 3463 782 66613 0.8138095 0.0494178 0.1861905 0.9505822
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 15 ungated ungated 55519 28260 39601 27552 0.5836733 0.5063427 0.4163267 0.4936573
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 9 Mature_B_cells Mature_B_cells 7456 10301 2494 130681 0.7493467 0.0730661 0.2506533 0.9269339
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 10 Monocytes Monocytes 6818 9716 6108 128290 0.5274640 0.0704027 0.4725360 0.9295973
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3959 5492 5766 135715 0.4070951 0.0388933 0.5929049 0.9611067
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2408 3414 9805 135305 0.1971670 0.0246109 0.8028330 0.9753891
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 15 ungated ungated 10667 6028 20255 16273 0.3449648 0.2703018 0.6550352 0.7296982
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 10 Monocytes Monocytes 3795 6077 424 42927 0.8995023 0.1240103 0.1004977 0.8759897
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2952 3170 1660 45441 0.6400694 0.0652116 0.3599306 0.9347884
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2472 2726 1495 46530 0.6231409 0.0553435 0.3768591 0.9446565
dataset_name-Levine_seed-420_sub-sampling-100000 lda num-2 run0 12 Pre_B_cells Pre_B_cells 2126 2484 315 48298 0.8709545 0.0489150 0.1290455 0.9510850
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-420_sub-sampling-100000 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-420_sub-sampling-100000 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 15 ungated ungated 106379 60369 12509 12094 0.8947833 0.8331010 0.1052167 0.1668990
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 4511 4794 7809 174237 0.3661526 0.0267775 0.6338474 0.9732225
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3190 3245 14941 169975 0.1759418 0.0187334 0.8240582 0.9812666
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 3095 3138 10110 175008 0.2343809 0.0176148 0.7656191 0.9823852
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-1 run0 10 Monocytes Monocytes 840 852 15271 174388 0.0521383 0.0048619 0.9478617 0.9951381
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 15 ungated ungated 32483 21699 10072 10022 0.7633181 0.6840579 0.2366819 0.3159421
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 3152 3157 5083 62884 0.3827565 0.0478036 0.6172435 0.9521964
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 2672 2680 4231 64693 0.3870781 0.0397785 0.6129219 0.9602215
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 10 Monocytes Monocytes 1377 1391 3611 67897 0.2760626 0.0200756 0.7239374 0.9799244
dataset_name-Levine_seed-420_sub-sampling-50000 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1292 1296 2908 68780 0.3076190 0.0184942 0.6923810 0.9815058
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17831 28645 267 135362 0.9852470 0.1746572 0.0147530 0.8253428
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 10 Monocytes Monocytes 16086 22614 6 143399 0.9996271 0.1362182 0.0003729 0.8637818
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13165 19493 32 149415 0.9975752 0.1154060 0.0024248 0.8845940
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11581 15009 422 155093 0.9648421 0.0882353 0.0351579 0.9117647
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3265 6360 56 172424 0.9831376 0.0355737 0.0168624 0.9644263
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8228 9797 7 55262 0.9991500 0.1505864 0.0008500 0.8494136
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6893 8029 10 58362 0.9985514 0.1209351 0.0014486 0.8790649
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 10 Monocytes Monocytes 4870 7041 114 61269 0.9771268 0.1030742 0.0228732 0.8969258
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4192 4700 8 64394 0.9980952 0.0680233 0.0019048 0.9319767
dataset_name-Levine_seed-420_sub-sampling-50000 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2772 3377 8 67137 0.9971223 0.0478912 0.0028777 0.9521088
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 15 ungated ungated 100465 57785 18423 14678 0.8450390 0.7974415 0.1549610 0.2025585
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 6377 8713 6828 169433 0.4829231 0.0489093 0.5170769 0.9510907
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 10 Monocytes Monocytes 6123 6681 9988 168559 0.3800509 0.0381249 0.6199491 0.9618751
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 716 1020 1350 188265 0.3465634 0.0053887 0.6534366 0.9946113
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-1 run0 1 Basophils Basophils 476 724 470 189681 0.5031712 0.0038024 0.4968288 0.9961976
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 15 ungated ungated 32989 22933 9566 8788 0.7752086 0.7229596 0.2247914 0.2770404
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 3436 3493 3467 63880 0.4977546 0.0518457 0.5022454 0.9481543
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 2631 2735 5604 63306 0.3194900 0.0414137 0.6805100 0.9585863
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1135 1713 168 71260 0.8710668 0.0234744 0.1289332 0.9765256
dataset_name-Levine_seed-420_sub-sampling-50000 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 537 560 2246 70933 0.1929572 0.0078329 0.8070428 0.9921671
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 15 ungated ungated 56161 28714 39370 27372 0.5878825 0.5119638 0.4121175 0.4880362
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 9 Mature_B_cells Mature_B_cells 7312 10176 2594 131535 0.7381385 0.0718081 0.2618615 0.9281919
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 10 Monocytes Monocytes 6893 9895 6022 128807 0.5337205 0.0713400 0.4662795 0.9286600
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3872 5348 5909 136488 0.3958695 0.0377055 0.6041305 0.9622945
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2321 3269 10137 135890 0.1863060 0.0234911 0.8136940 0.9765089
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 15 ungated ungated 11205 6324 19566 15787 0.3641416 0.2860115 0.6358584 0.7139885
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 10 Monocytes Monocytes 3642 5762 524 42954 0.8742199 0.1182774 0.1257801 0.8817226
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2898 3115 1694 45175 0.6310976 0.0645061 0.3689024 0.9354939
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2283 2533 1602 46464 0.5876448 0.0516970 0.4123552 0.9483030
dataset_name-Levine_seed-420_sub-sampling-50000 lda num-2 run0 12 Pre_B_cells Pre_B_cells 2174 2571 282 47855 0.8851792 0.0509856 0.1148208 0.9490144
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-420_sub-sampling-50000 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-420_sub-sampling-50000 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Samusik_seed-42 cyanno num-1 run0 25 ungated ungated 268968 32668 24294 429973 0.9171594 0.0706120 0.0828406 0.9293880
dataset_name-Samusik_seed-42 cyanno num-1 run0 7 Classical Monocytes Classical Monocytes 87314 5540 3261 659788 0.9639967 0.0083267 0.0360033 0.9916733
dataset_name-Samusik_seed-42 cyanno num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 73112 5230 2583 674978 0.9658762 0.0076888 0.0341238 0.9923112
dataset_name-Samusik_seed-42 cyanno num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41399 3289 2231 708984 0.9488655 0.0046176 0.0511345 0.9953824
dataset_name-Samusik_seed-42 cyanno num-1 run0 8 Eosinophils Eosinophils 45991 2873 1258 705781 0.9733751 0.0040542 0.0266249 0.9959458
dataset_name-Samusik_seed-42 cyanno num-2 run0 25 ungated ungated 273832 31633 23839 431627 0.9199149 0.0682835 0.0800851 0.9317165
dataset_name-Samusik_seed-42 cyanno num-2 run0 7 Classical Monocytes Classical Monocytes 87955 6571 1771 664634 0.9802621 0.0097899 0.0197379 0.9902101
dataset_name-Samusik_seed-42 cyanno num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70167 4193 5204 681367 0.9309549 0.0061162 0.0690451 0.9938838
dataset_name-Samusik_seed-42 cyanno num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43073 3315 1574 712969 0.9647457 0.0046281 0.0352543 0.9953719
dataset_name-Samusik_seed-42 cyanno num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104108 2388 1329 653106 0.9873953 0.0036431 0.0126047 0.9963569
dataset_name-Samusik_seed-42 cyanno num-3 run0 25 ungated ungated 273595 31040 23955 428498 0.9194925 0.0675461 0.0805075 0.9324539
dataset_name-Samusik_seed-42 cyanno num-3 run0 7 Classical Monocytes Classical Monocytes 85667 5637 1927 663857 0.9780008 0.0084198 0.0219992 0.9915802
dataset_name-Samusik_seed-42 cyanno num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71060 4741 2695 678592 0.9634601 0.0069381 0.0365399 0.9930619
dataset_name-Samusik_seed-42 cyanno num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42717 3167 2704 708500 0.9404681 0.0044501 0.0595319 0.9955499
dataset_name-Samusik_seed-42 cyanno num-3 run0 8 Eosinophils Eosinophils 46950 2680 1895 705563 0.9612038 0.0037840 0.0387962 0.9962160
dataset_name-Samusik_seed-42 cyanno num-4 run0 25 ungated ungated 272525 31926 23681 430006 0.9200523 0.0691141 0.0799477 0.9308859
dataset_name-Samusik_seed-42 cyanno num-4 run0 7 Classical Monocytes Classical Monocytes 86302 5610 1902 664324 0.9784364 0.0083740 0.0215636 0.9916260
dataset_name-Samusik_seed-42 cyanno num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 70593 4499 4856 678190 0.9356386 0.0065901 0.0643614 0.9934099
dataset_name-Samusik_seed-42 cyanno num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41784 3292 2216 710846 0.9496364 0.0046098 0.0503636 0.9953902
dataset_name-Samusik_seed-42 cyanno num-4 run0 8 Eosinophils Eosinophils 46653 2558 1931 706996 0.9602544 0.0036051 0.0397456 0.9963949
dataset_name-Samusik_seed-42 cyanno num-5 run0 25 ungated ungated 272809 34402 23006 434145 0.9222284 0.0734227 0.0777716 0.9265773
dataset_name-Samusik_seed-42 cyanno num-5 run0 7 Classical Monocytes Classical Monocytes 86727 5117 2537 669981 0.9715787 0.0075796 0.0284213 0.9924204
dataset_name-Samusik_seed-42 cyanno num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 70952 4766 3278 685366 0.9558400 0.0069059 0.0441600 0.9930941
dataset_name-Samusik_seed-42 cyanno num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43202 3179 2667 715314 0.9418562 0.0044245 0.0581438 0.9955755
dataset_name-Samusik_seed-42 cyanno num-5 run0 8 Eosinophils Eosinophils 47177 2774 1514 712897 0.9689060 0.0038761 0.0310940 0.9961239
dataset_name-Samusik_seed-42 cygate num-1 run0 7 Classical Monocytes Classical Monocytes 88710 44487 756 599862 0.9915499 0.0690418 0.0084501 0.9309582
dataset_name-Samusik_seed-42 cygate num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 74090 32277 218 627230 0.9970663 0.0489411 0.0029337 0.9510589
dataset_name-Samusik_seed-42 cygate num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18234 27449 183 687949 0.9900635 0.0383689 0.0099365 0.9616311
dataset_name-Samusik_seed-42 cygate num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43349 21183 280 669003 0.9935823 0.0306917 0.0064177 0.9693083
dataset_name-Samusik_seed-42 cygate num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102546 16150 0 615119 1.0000000 0.0255834 0.0000000 0.9744166
dataset_name-Samusik_seed-42 cygate num-2 run0 7 Classical Monocytes Classical Monocytes 85240 31712 677 588598 0.9921203 0.0511228 0.0078797 0.9488772
dataset_name-Samusik_seed-42 cygate num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19025 33180 123 653899 0.9935764 0.0482914 0.0064236 0.9517086
dataset_name-Samusik_seed-42 cygate num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 44500 23342 127 638258 0.9971542 0.0352811 0.0028458 0.9647189
dataset_name-Samusik_seed-42 cygate num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 67561 21336 395 616935 0.9941874 0.0334278 0.0058126 0.9665722
dataset_name-Samusik_seed-42 cygate num-2 run0 8 Eosinophils Eosinophils 42088 8944 3507 651688 0.9230837 0.0135386 0.0769163 0.9864614
dataset_name-Samusik_seed-42 cygate num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19290 40092 240 673528 0.9877112 0.0561812 0.0122888 0.9438188
dataset_name-Samusik_seed-42 cygate num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71320 33497 523 627810 0.9927202 0.0506527 0.0072798 0.9493473
dataset_name-Samusik_seed-42 cygate num-3 run0 7 Classical Monocytes Classical Monocytes 85485 31457 437 615771 0.9949140 0.0486027 0.0050860 0.9513973
dataset_name-Samusik_seed-42 cygate num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45156 23100 265 664629 0.9941657 0.0335888 0.0058343 0.9664112
dataset_name-Samusik_seed-42 cygate num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99919 15100 23 618108 0.9997699 0.0238468 0.0002301 0.9761532
dataset_name-Samusik_seed-42 cygate num-4 run0 7 Classical Monocytes Classical Monocytes 85607 34887 474 600601 0.9944936 0.0548980 0.0055064 0.9451020
dataset_name-Samusik_seed-42 cygate num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18584 34845 164 667976 0.9912524 0.0495788 0.0087476 0.9504212
dataset_name-Samusik_seed-42 cygate num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43751 22757 249 654812 0.9943409 0.0335862 0.0056591 0.9664138
dataset_name-Samusik_seed-42 cygate num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 67807 21110 303 632349 0.9955513 0.0323050 0.0044487 0.9676950
dataset_name-Samusik_seed-42 cygate num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102700 15805 7 603057 0.9999318 0.0255388 0.0000682 0.9744612
dataset_name-Samusik_seed-42 cygate num-5 run0 7 Classical Monocytes Classical Monocytes 87576 36510 362 613814 0.9958835 0.0561412 0.0041165 0.9438588
dataset_name-Samusik_seed-42 cygate num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18677 35664 193 683728 0.9897721 0.0495752 0.0102279 0.9504248
dataset_name-Samusik_seed-42 cygate num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 71328 27809 153 638972 0.9978596 0.0417063 0.0021404 0.9582937
dataset_name-Samusik_seed-42 cygate num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45750 25361 119 667032 0.9974057 0.0366280 0.0025943 0.9633720
dataset_name-Samusik_seed-42 cygate num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 106062 17413 0 614787 1.0000000 0.0275435 0.0000000 0.9724565
dataset_name-Samusik_seed-42 dgcytof num-1 run0 25 ungated ungated 248744 32775 44518 429866 0.8481972 0.0708433 0.1518028 0.9291567
dataset_name-Samusik_seed-42 dgcytof num-1 run0 7 Classical Monocytes Classical Monocytes 87259 7725 3316 657603 0.9633895 0.0116108 0.0366105 0.9883892
dataset_name-Samusik_seed-42 dgcytof num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41201 6122 2429 706151 0.9443273 0.0085950 0.0556727 0.9914050
dataset_name-Samusik_seed-42 dgcytof num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 69600 5799 6095 674409 0.9194795 0.0085253 0.0805205 0.9914747
dataset_name-Samusik_seed-42 dgcytof num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 100319 3428 2253 649903 0.9780349 0.0052470 0.0219651 0.9947530
dataset_name-Samusik_seed-42 dgcytof num-2 run0 25 ungated ungated 240118 26757 57553 436503 0.8066557 0.0577581 0.1933443 0.9422419
dataset_name-Samusik_seed-42 dgcytof num-2 run0 7 Classical Monocytes Classical Monocytes 88061 13631 1665 657574 0.9814435 0.0203083 0.0185565 0.9796917
dataset_name-Samusik_seed-42 dgcytof num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70319 8210 5052 677350 0.9329716 0.0119756 0.0670284 0.9880244
dataset_name-Samusik_seed-42 dgcytof num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42172 6773 2475 709511 0.9445651 0.0094557 0.0554349 0.9905443
dataset_name-Samusik_seed-42 dgcytof num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104378 6142 1059 649352 0.9899561 0.0093700 0.0100439 0.9906300
dataset_name-Samusik_seed-42 dgcytof num-3 run0 25 ungated ungated 244425 26981 53125 432557 0.8214586 0.0587133 0.1785414 0.9412867
dataset_name-Samusik_seed-42 dgcytof num-3 run0 7 Classical Monocytes Classical Monocytes 84372 8563 3222 660931 0.9632167 0.0127903 0.0367833 0.9872097
dataset_name-Samusik_seed-42 dgcytof num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 70355 8208 3400 675125 0.9539014 0.0120117 0.0460986 0.9879883
dataset_name-Samusik_seed-42 dgcytof num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43104 7633 2317 704034 0.9489884 0.0107255 0.0510116 0.9892745
dataset_name-Samusik_seed-42 dgcytof num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99192 5725 781 651390 0.9921879 0.0087123 0.0078121 0.9912877
dataset_name-Samusik_seed-42 dgcytof num-4 run0 25 ungated ungated 240619 27602 55587 434330 0.8123367 0.0597534 0.1876633 0.9402466
dataset_name-Samusik_seed-42 dgcytof num-4 run0 7 Classical Monocytes Classical Monocytes 86859 12335 1345 657599 0.9847513 0.0184123 0.0152487 0.9815877
dataset_name-Samusik_seed-42 dgcytof num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 73393 10995 2056 671694 0.9727498 0.0161054 0.0272502 0.9838946
dataset_name-Samusik_seed-42 dgcytof num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102098 7330 637 648073 0.9937996 0.0111840 0.0062004 0.9888160
dataset_name-Samusik_seed-42 dgcytof num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 17051 4735 1697 734655 0.9094837 0.0064039 0.0905163 0.9935961
dataset_name-Samusik_seed-42 dgcytof num-5 run0 25 ungated ungated 247949 34351 47866 434196 0.8381894 0.0733139 0.1618106 0.9266861
dataset_name-Samusik_seed-42 dgcytof num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 72234 9831 1996 680301 0.9731106 0.0142451 0.0268894 0.9857549
dataset_name-Samusik_seed-42 dgcytof num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104786 6684 1315 651577 0.9876061 0.0101540 0.0123939 0.9898460
dataset_name-Samusik_seed-42 dgcytof num-5 run0 7 Classical Monocytes Classical Monocytes 82505 5449 6759 669649 0.9242808 0.0080714 0.0757192 0.9919286
dataset_name-Samusik_seed-42 dgcytof num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41083 4196 4786 714297 0.8956594 0.0058400 0.1043406 0.9941600
dataset_name-Samusik_seed-42 lda num-1 run0 25 ungated ungated 130453 60828 97087 285910 0.5733190 0.1754293 0.4266810 0.8245707
dataset_name-Samusik_seed-42 lda num-1 run0 7 Classical Monocytes Classical Monocytes 32748 21273 20560 499697 0.6143168 0.0408334 0.3856832 0.9591666
dataset_name-Samusik_seed-42 lda num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 52657 20707 6829 494085 0.8851999 0.0402240 0.1148001 0.9597760
dataset_name-Samusik_seed-42 lda num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 84172 6102 3675 480329 0.9581659 0.0125444 0.0418341 0.9874556
dataset_name-Samusik_seed-42 lda num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 6343 6887 11080 549968 0.3640590 0.0123677 0.6359410 0.9876323
dataset_name-Samusik_seed-42 lda num-2 run0 25 ungated ungated 151107 94067 66946 226184 0.6929829 0.2937290 0.3070171 0.7062710
dataset_name-Samusik_seed-42 lda num-2 run0 7 Classical Monocytes Classical Monocytes 14639 11108 37604 474953 0.2802098 0.0228531 0.7197902 0.9771469
dataset_name-Samusik_seed-42 lda num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 29819 10162 24089 474234 0.5531461 0.0209787 0.4468539 0.9790213
dataset_name-Samusik_seed-42 lda num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 5856 7259 4855 520334 0.5467277 0.0137587 0.4532723 0.9862413
dataset_name-Samusik_seed-42 lda num-2 run0 8 Eosinophils Eosinophils 31739 6593 6639 493333 0.8270103 0.0131880 0.1729897 0.9868120
dataset_name-Samusik_seed-42 lda num-3 run0 25 ungated ungated 129785 60776 83109 255711 0.6096226 0.1920332 0.3903774 0.8079668
dataset_name-Samusik_seed-42 lda num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 46080 18344 6397 458560 0.8780990 0.0384648 0.1219010 0.9615352
dataset_name-Samusik_seed-42 lda num-3 run0 7 Classical Monocytes Classical Monocytes 17970 10915 21850 478646 0.4512808 0.0222955 0.5487192 0.9777045
dataset_name-Samusik_seed-42 lda num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 82641 6021 1623 439096 0.9807391 0.0135268 0.0192609 0.9864732
dataset_name-Samusik_seed-42 lda num-3 run0 8 Eosinophils Eosinophils 34699 6548 7861 480273 0.8152961 0.0134505 0.1847039 0.9865495
dataset_name-Samusik_seed-42 lda num-4 run0 25 ungated ungated 126200 62781 76389 241670 0.6229361 0.2062105 0.3770639 0.7937895
dataset_name-Samusik_seed-42 lda num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 37093 14477 14362 441108 0.7208823 0.0317767 0.2791177 0.9682233
dataset_name-Samusik_seed-42 lda num-4 run0 7 Classical Monocytes Classical Monocytes 20826 13359 21128 451727 0.4964008 0.0287237 0.5035992 0.9712763
dataset_name-Samusik_seed-42 lda num-4 run0 8 Eosinophils Eosinophils 34328 6720 7221 458771 0.8262052 0.0144364 0.1737948 0.9855636
dataset_name-Samusik_seed-42 lda num-4 run0 19 NKT cells NKT cells 5576 5976 1662 493826 0.7703786 0.0119567 0.2296214 0.9880433
dataset_name-Samusik_seed-42 lda num-5 run0 25 ungated ungated 136387 64188 83891 265785 0.6191585 0.1945250 0.3808415 0.8054750
dataset_name-Samusik_seed-42 lda num-5 run0 7 Classical Monocytes Classical Monocytes 25432 17891 17438 489490 0.5932354 0.0352615 0.4067646 0.9647385
dataset_name-Samusik_seed-42 lda num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 43344 16629 10049 480229 0.8117918 0.0334683 0.1882082 0.9665317
dataset_name-Samusik_seed-42 lda num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 7157 8263 10511 524320 0.4050826 0.0155150 0.5949174 0.9844850
dataset_name-Samusik_seed-42 lda num-5 run0 8 Eosinophils Eosinophils 34581 6539 6628 502503 0.8391613 0.0128457 0.1608387 0.9871543
dataset_name-Samusik_seed-42 random num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 725 30317 17692 707169 0.0393658 0.0411086 0.9606342 0.9588914
dataset_name-Samusik_seed-42 random num-1 run0 15 MEP MEP 200 30818 4774 720111 0.0402091 0.0410398 0.9597909 0.9589602
dataset_name-Samusik_seed-42 random num-1 run0 9 GMP GMP 218 30574 5420 719691 0.0386662 0.0407509 0.9613338 0.9592491
dataset_name-Samusik_seed-42 random num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1731 28933 41899 683340 0.0396745 0.0406207 0.9603255 0.9593793
dataset_name-Samusik_seed-42 random num-1 run0 4 CD8 T cells CD8 T cells 430 30255 10529 714689 0.0392372 0.0406138 0.9607628 0.9593862
dataset_name-Samusik_seed-42 random num-2 run0 3 CD4 T cells CD4 T cells 201 31051 4723 724956 0.0408205 0.0410724 0.9591795 0.9589276
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 92 31141 2502 727196 0.0354665 0.0410649 0.9645335 0.9589351
dataset_name-Samusik_seed-42 random num-2 run0 4 CD8 T cells CD8 T cells 419 30565 10465 719482 0.0384969 0.0407508 0.9615031 0.9592492
dataset_name-Samusik_seed-42 random num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4284 26591 101153 628903 0.0406309 0.0405664 0.9593691 0.9594336
dataset_name-Samusik_seed-42 random num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 3031 27797 72340 657763 0.0402144 0.0405464 0.9597856 0.9594536
dataset_name-Samusik_seed-42 random num-3 run0 6 CMP CMP 72 31013 1770 724233 0.0390879 0.0410634 0.9609121 0.9589366
dataset_name-Samusik_seed-42 random num-3 run0 3 CD4 T cells CD4 T cells 221 30848 4846 721173 0.0436156 0.0410201 0.9563844 0.9589799
dataset_name-Samusik_seed-42 random num-3 run0 24 pDCs pDCs 975 29858 22807 703448 0.0409974 0.0407170 0.9590026 0.9592830
dataset_name-Samusik_seed-42 random num-3 run0 4 CD8 T cells CD8 T cells 447 30289 10709 715643 0.0400681 0.0406056 0.9599319 0.9593944
dataset_name-Samusik_seed-42 random num-3 run0 7 Classical Monocytes Classical Monocytes 3546 27160 84048 642334 0.0404822 0.0405680 0.9595178 0.9594320
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 99 31024 2692 724323 0.0354712 0.0410725 0.9645288 0.9589275
dataset_name-Samusik_seed-42 random num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 149 30957 3612 723420 0.0396171 0.0410365 0.9603829 0.9589635
dataset_name-Samusik_seed-42 random num-4 run0 7 Classical Monocytes Classical Monocytes 3618 27261 84586 642673 0.0410185 0.0406921 0.9589815 0.9593079
dataset_name-Samusik_seed-42 random num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 2982 27771 72467 654918 0.0395234 0.0406788 0.9604766 0.9593212
dataset_name-Samusik_seed-42 random num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 756 30016 17992 709374 0.0403243 0.0405956 0.9596757 0.9594044
dataset_name-Samusik_seed-42 random num-5 run0 4 CD8 T cells CD8 T cells 451 30925 11087 721899 0.0390882 0.0410787 0.9609118 0.9589213
dataset_name-Samusik_seed-42 random num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 334 31048 7119 725861 0.0448142 0.0410195 0.9551858 0.9589805
dataset_name-Samusik_seed-42 random num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4404 26723 101697 631538 0.0415076 0.0405964 0.9584924 0.9594036
dataset_name-Samusik_seed-42 random num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 763 30249 18107 715243 0.0404346 0.0405759 0.9595654 0.9594241
dataset_name-Samusik_seed-42 random num-5 run0 8 Eosinophils Eosinophils 1946 29008 46745 686663 0.0399663 0.0405326 0.9600337 0.9594674
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 45123 7069 4811 108882 0.9036528 0.0609654 0.0963472 0.9390346
dataset_name-Transformed_seed-42 cyanno num-1 run0 3 CD4 T-cells CD4 T-cells 58626 3259 2028 101972 0.9665644 0.0309700 0.0334356 0.9690300
dataset_name-Transformed_seed-42 cyanno num-1 run0 6 NK cells NK cells 21395 2681 2123 139686 0.9097287 0.0188316 0.0902713 0.9811684
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 13311 2246 3268 147060 0.8028832 0.0150429 0.1971168 0.9849571
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 2984 466 822 161613 0.7840252 0.0028751 0.2159748 0.9971249
dataset_name-Transformed_seed-42 cyanno num-2 run0 4 CD8 T-cells CD8 T-cells 43400 4505 4636 108288 0.9034890 0.0399404 0.0965110 0.9600596
dataset_name-Transformed_seed-42 cyanno num-2 run0 3 CD4 T-cells CD4 T-cells 57087 3406 1212 99124 0.9792106 0.0332195 0.0207894 0.9667805
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 14896 2548 1806 141579 0.8918692 0.0176789 0.1081308 0.9823211
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 20613 1374 2688 136154 0.8846401 0.0099907 0.1153599 0.9900093
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 2314 358 653 157504 0.7799124 0.0022678 0.2200876 0.9977322
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 44945 5098 4746 108568 0.9044897 0.0448507 0.0955103 0.9551493
dataset_name-Transformed_seed-42 cyanno num-3 run0 6 NK cells NK cells 21726 2953 1369 137309 0.9407231 0.0210535 0.0592769 0.9789465
dataset_name-Transformed_seed-42 cyanno num-3 run0 3 CD4 T-cells CD4 T-cells 56944 1872 2199 102342 0.9628189 0.0179630 0.0371811 0.9820370
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 14700 2129 2329 144199 0.8632333 0.0145495 0.1367667 0.9854505
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 2341 457 616 159943 0.7916808 0.0028491 0.2083192 0.9971509
dataset_name-Transformed_seed-42 cyanno num-4 run0 4 CD8 T-cells CD8 T-cells 44919 8709 3906 106267 0.9200000 0.0757462 0.0800000 0.9242538
dataset_name-Transformed_seed-42 cyanno num-4 run0 3 CD4 T-cells CD4 T-cells 56110 3267 3922 100502 0.9346682 0.0314834 0.0653318 0.9685166
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 13874 2177 3152 144598 0.8148714 0.0148322 0.1851286 0.9851678
dataset_name-Transformed_seed-42 cyanno num-4 run0 6 NK cells NK cells 20575 1954 2294 138978 0.8996895 0.0138648 0.1003105 0.9861352
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 5660 280 650 157211 0.8969889 0.0017779 0.1030111 0.9982221
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 41648 4985 4874 109631 0.8952324 0.0434931 0.1047676 0.9565069
dataset_name-Transformed_seed-42 cyanno num-5 run0 3 CD4 T-cells CD4 T-cells 57661 4223 1561 97693 0.9736416 0.0414361 0.0263584 0.9585639
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 14993 2284 2530 141331 0.8556183 0.0159036 0.1443817 0.9840964
dataset_name-Transformed_seed-42 cyanno num-5 run0 6 NK cells NK cells 20629 1503 2380 136626 0.8965622 0.0108811 0.1034378 0.9891189
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 2534 505 528 157571 0.8275637 0.0031947 0.1724363 0.9968053
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 33188 6314 6254 84162 0.8414381 0.0697865 0.1585619 0.9302135
dataset_name-Transformed_seed-42 cygate num-1 run0 6 NK cells NK cells 21708 7455 938 99817 0.9585799 0.0694962 0.0414201 0.9305038
dataset_name-Transformed_seed-42 cygate num-1 run0 2 B-cells IgM- B-cells IgM- 2734 1843 167 125174 0.9424336 0.0145099 0.0575664 0.9854901
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 10175 1673 4345 113725 0.7007576 0.0144977 0.2992424 0.9855023
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 2994 882 427 125615 0.8751827 0.0069725 0.1248173 0.9930275
dataset_name-Transformed_seed-42 cygate num-2 run0 4 CD8 T-cells CD8 T-cells 37591 9788 9824 101576 0.7928082 0.0878920 0.2071918 0.9121080
dataset_name-Transformed_seed-42 cygate num-2 run0 3 CD4 T-cells CD4 T-cells 54051 5383 3151 96194 0.9449145 0.0529943 0.0550855 0.9470057
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 16895 4310 6264 131310 0.7295220 0.0317800 0.2704780 0.9682200
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 12198 4485 4460 137636 0.7322608 0.0315576 0.2677392 0.9684424
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 1994 1369 878 154538 0.6942897 0.0087809 0.3057103 0.9912191
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 36550 9933 6349 83695 0.8520012 0.1060901 0.1479988 0.8939099
dataset_name-Transformed_seed-42 cygate num-3 run0 6 NK cells NK cells 20119 5350 1089 109969 0.9486515 0.0463930 0.0513485 0.9536070
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 12092 3389 4349 116697 0.7354784 0.0282214 0.2645216 0.9717786
dataset_name-Transformed_seed-42 cygate num-3 run0 2 B-cells IgM- B-cells IgM- 2532 1392 260 132343 0.9068768 0.0104086 0.0931232 0.9895914
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 3013 998 233 132283 0.9282193 0.0074879 0.0717807 0.9925121
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 32861 7436 6105 96275 0.8433249 0.0716992 0.1566751 0.9283008
dataset_name-Transformed_seed-42 cygate num-4 run0 6 NK cells NK cells 20624 5634 1252 115167 0.9427683 0.0466387 0.0572317 0.9533613
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 12083 2136 3725 124733 0.7643598 0.0168363 0.2356402 0.9831637
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 46525 1151 5476 89525 0.8946943 0.0126935 0.1053057 0.9873065
dataset_name-Transformed_seed-42 cygate num-4 run0 2 B-cells IgM- B-cells IgM- 2682 1154 342 138499 0.8869048 0.0082633 0.1130952 0.9917367
dataset_name-Transformed_seed-42 cygate num-5 run0 3 CD4 T-cells CD4 T-cells 54743 5164 4053 89457 0.9310667 0.0545756 0.0689333 0.9454244
dataset_name-Transformed_seed-42 cygate num-5 run0 6 NK cells NK cells 21600 7045 1266 123506 0.9446340 0.0539636 0.0553660 0.9460364
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 30504 5443 9793 107677 0.7569794 0.0481170 0.2430206 0.9518830
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 10965 3423 6061 132968 0.6440150 0.0250970 0.3559850 0.9749030
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 2267 1187 770 149193 0.7464603 0.0078933 0.2535397 0.9921067
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 42816 11479 7118 104472 0.8574518 0.0989987 0.1425482 0.9010013
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 54516 3874 6138 101357 0.8988030 0.0368142 0.1011970 0.9631858
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 13706 3790 2873 145516 0.8267085 0.0253841 0.1732915 0.9746159
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 19512 2909 4006 139458 0.8296624 0.0204331 0.1703376 0.9795669
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1 B-cells IgM+ B-cells IgM+ 5651 1234 677 158323 0.8930152 0.0077339 0.1069848 0.9922661
dataset_name-Transformed_seed-42 dgcytof num-2 run0 4 CD8 T-cells CD8 T-cells 43374 12047 4662 100746 0.9029478 0.1068063 0.0970522 0.8931937
dataset_name-Transformed_seed-42 dgcytof num-2 run0 3 CD4 T-cells CD4 T-cells 54194 2970 4105 99560 0.9295871 0.0289671 0.0704129 0.9710329
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 13368 2740 3334 141387 0.8003832 0.0190110 0.1996168 0.9809890
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 17593 1938 5708 135590 0.7550320 0.0140917 0.2449680 0.9859083
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 2404 1126 563 156736 0.8102460 0.0071328 0.1897540 0.9928672
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 38864 5599 10827 108067 0.7821135 0.0492584 0.2178865 0.9507416
dataset_name-Transformed_seed-42 dgcytof num-3 run0 6 NK cells NK cells 21981 5956 1114 134306 0.9517645 0.0424634 0.0482355 0.9575366
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 55344 4262 3799 99952 0.9357659 0.0408966 0.0642341 0.9591034
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 14413 3610 2616 142718 0.8463797 0.0246706 0.1536203 0.9753294
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 2229 1130 728 159270 0.7538045 0.0070449 0.2461955 0.9929551
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 43383 10872 5442 104104 0.8885407 0.0945589 0.1114593 0.9054411
dataset_name-Transformed_seed-42 dgcytof num-4 run0 3 CD4 T-cells CD4 T-cells 55508 3166 4524 100603 0.9246402 0.0305101 0.0753598 0.9694899
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 13757 3688 3269 143087 0.8079995 0.0251269 0.1920005 0.9748731
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 17933 2081 4936 138851 0.7841620 0.0147660 0.2158380 0.9852340
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1 B-cells IgM+ B-cells IgM+ 6024 1503 286 155988 0.9546751 0.0095434 0.0453249 0.9904566
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 38814 6890 7708 107726 0.8343149 0.0601138 0.1656851 0.9398862
dataset_name-Transformed_seed-42 dgcytof num-5 run0 3 CD4 T-cells CD4 T-cells 56921 5053 2301 96863 0.9611462 0.0495800 0.0388538 0.9504200
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 15265 5428 2258 138187 0.8711408 0.0377955 0.1288592 0.9622045
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 18100 1169 4909 136960 0.7866487 0.0084631 0.2133513 0.9915369
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 2084 607 978 157469 0.6806009 0.0038399 0.3193991 0.9961601
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 14169 4148 4141 40233 0.7738394 0.0934634 0.2261606 0.9065366
dataset_name-Transformed_seed-42 lda num-1 run0 6 NK cells NK cells 8482 3291 54 50864 0.9936739 0.0607700 0.0063261 0.9392300
dataset_name-Transformed_seed-42 lda num-1 run0 7 monocytes monocytes 5796 1789 726 54380 0.8886845 0.0318503 0.1113155 0.9681497
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 603 886 310 60892 0.6604600 0.0143417 0.3395400 0.9856583
dataset_name-Transformed_seed-42 lda num-1 run0 5 DC DC 1179 583 20 60909 0.9833194 0.0094809 0.0166806 0.9905191
dataset_name-Transformed_seed-42 lda num-2 run0 4 CD8 T-cells CD8 T-cells 29130 10807 4722 64648 0.8605105 0.1432244 0.1394895 0.8567756
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 7110 3349 5604 93244 0.5592261 0.0346712 0.4407739 0.9653288
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 8605 2056 2228 96418 0.7943321 0.0208786 0.2056679 0.9791214
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 3718 766 641 104182 0.8529479 0.0072989 0.1470521 0.9927011
dataset_name-Transformed_seed-42 lda num-2 run0 3 CD4 T-cells CD4 T-cells 40772 456 3784 64295 0.9150732 0.0070424 0.0849268 0.9929576
dataset_name-Transformed_seed-42 lda num-3 run0 6 NK cells NK cells 8487 4528 75 43824 0.9912404 0.0936466 0.0087596 0.9063534
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 7211 2061 4496 43146 0.6159563 0.0455903 0.3840437 0.9544097
dataset_name-Transformed_seed-42 lda num-3 run0 7 monocytes monocytes 6263 1445 399 48807 0.9401081 0.0287551 0.0598919 0.9712449
dataset_name-Transformed_seed-42 lda num-3 run0 5 DC DC 1175 516 32 55191 0.9734880 0.0092627 0.0265120 0.9907373
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 2416 417 186 53895 0.9285165 0.0076779 0.0714835 0.9923221
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 23352 9070 5555 54520 0.8078320 0.1426325 0.1921680 0.8573675
dataset_name-Transformed_seed-42 lda num-4 run0 6 NK cells NK cells 10787 4803 236 76671 0.9785902 0.0589513 0.0214098 0.9410487
dataset_name-Transformed_seed-42 lda num-4 run0 7 monocytes monocytes 7434 2233 1613 81217 0.8217089 0.0267585 0.1782911 0.9732415
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 508 643 761 90585 0.4003152 0.0070483 0.5996848 0.9929517
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 2463 500 1033 88501 0.7045195 0.0056179 0.2954805 0.9943821
dataset_name-Transformed_seed-42 lda num-5 run0 4 CD8 T-cells CD8 T-cells 32820 19507 3376 54688 0.9067300 0.2629153 0.0932700 0.7370847
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 9111 3320 4110 93850 0.6891309 0.0341669 0.3108691 0.9658331
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 2933 1351 6900 99207 0.2982813 0.0134350 0.7017187 0.9865650
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 1110 630 1218 107433 0.4768041 0.0058299 0.5231959 0.9941701
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 148 254 225 109764 0.3967828 0.0023087 0.6032172 0.9976913
dataset_name-Transformed_seed-42 random num-1 run0 2 B-cells IgM- B-cells IgM- 421 21126 2745 141593 0.1329754 0.1298312 0.8670246 0.8701688
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 6271 14919 43663 101032 0.1255858 0.1286664 0.8744142 0.8713336
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 7536 13353 53118 91878 0.1242457 0.1268923 0.8757543 0.8731077
dataset_name-Transformed_seed-42 random num-1 run0 5 DC DC 266 20781 1634 143204 0.1400000 0.1267250 0.8600000 0.8732750
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 2958 17791 20560 124576 0.1257760 0.1249658 0.8742240 0.8750342
dataset_name-Transformed_seed-42 random num-2 run0 2 B-cells IgM- B-cells IgM- 390 20490 2577 137372 0.1314459 0.1297969 0.8685541 0.8702031
dataset_name-Transformed_seed-42 random num-2 run0 7 monocytes monocytes 2231 18322 14471 125805 0.1335768 0.1271240 0.8664232 0.8728760
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 455 19917 3166 137291 0.1256559 0.1266920 0.8743441 0.8733080
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 6110 14145 41926 98648 0.1271963 0.1254067 0.8728037 0.8745933
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 2952 17171 20349 120357 0.1266898 0.1248546 0.8733102 0.8751454
dataset_name-Transformed_seed-42 random num-3 run0 5 DC DC 257 20964 1608 140528 0.1378016 0.1298145 0.8621984 0.8701855
dataset_name-Transformed_seed-42 random num-3 run0 6 NK cells NK cells 2957 17923 20138 122339 0.1280364 0.1277823 0.8719636 0.8722177
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 455 20248 3254 139400 0.1226746 0.1268290 0.8773254 0.8731710
dataset_name-Transformed_seed-42 random num-3 run0 4 CD8 T-cells CD8 T-cells 6311 14263 43380 99403 0.1270049 0.1254817 0.8729951 0.8745183
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 7426 12996 51717 91218 0.1255601 0.1247049 0.8744399 0.8752951
dataset_name-Transformed_seed-42 random num-4 run0 2 B-cells IgM- B-cells IgM- 410 20870 2752 139769 0.1296648 0.1299186 0.8703352 0.8700814
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 790 20142 5520 137349 0.1251981 0.1278930 0.8748019 0.8721070
dataset_name-Transformed_seed-42 random num-4 run0 5 DC DC 256 20507 1595 141443 0.1383036 0.1266255 0.8616964 0.8733745
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 2165 18460 14861 128315 0.1271585 0.1257707 0.8728415 0.8742293
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 7527 12950 52505 90819 0.1253831 0.1247964 0.8746169 0.8752036
dataset_name-Transformed_seed-42 random num-5 run0 5 DC DC 266 20655 1572 138645 0.1447225 0.1296610 0.8552775 0.8703390
dataset_name-Transformed_seed-42 random num-5 run0 6 NK cells NK cells 2954 17643 20055 120486 0.1283845 0.1277284 0.8716155 0.8722716
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 7359 12937 51863 88979 0.1242613 0.1269379 0.8757387 0.8730621
dataset_name-Transformed_seed-42 random num-5 run0 1 B-cells IgM+ B-cells IgM+ 816 19596 5525 135201 0.1286863 0.1265916 0.8713137 0.8734084
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 5851 14310 40671 100306 0.1257685 0.1248517 0.8742315 0.8751483

Plots

Outputs

file
f1_macro_by_crossvalidation.tsv
f1_weighted_by_crossvalidation.tsv
f1_macro_summary_by_model.tsv
f1_weighted_summary_by_model.tsv
run_metrics.tsv
per_population_summary.tsv
per_population_stability.tsv
per_population_confusion.tsv
rare_population_buckets.tsv
dataset_context.tsv
dominant_errors_fnr.tsv
dominant_errors_fpr.tsv
samples_vs_f1_macro.tsv
samples_vs_f1_weighted.tsv